{"meta":{"query_hash":"93d3d6ca7e94","filters":{"venue":"Journal of Engineering and Science in Medical Diagnostics and Therapy"},"cohort_total":17,"direct_labels_cover":0,"predictions_cover":17,"exported":17,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/93d3d6ca7e94","api":"https://metacan.xera.ac/api/v1/cohort?venue=Journal+of+Engineering+and+Science+in+Medical+Diagnostics+and+Therapy"},"results":[{"id":"W2762589317","doi":"10.1115/1.4038129","title":"Design of a Novel Electrode of Radiofrequency Ablation for Large Tumors: A Finite Element Study","year":2017,"lang":"en","type":"article","venue":"Journal of Engineering and Science in Medical Diagnostics and Therapy","topic":"Ultrasound and Hyperthermia Applications","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University of Saskatchewan","funders":"","keywords":"Ablation; Electrode; Radiofrequency ablation; Materials science; Rf ablation; Biomedical engineering; Radio frequency; Optoelectronics; Chemistry; Computer science; Medicine; Telecommunications","score_opus":0.022076258536247766,"score_gpt":0.28127192119908884,"score_spread":0.25919566266284105,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2762589317","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09127405,0.00075957575,0.8987759,0.00026057434,0.000088778805,0.00015612044,0.00009639752,0.00035639256,0.008232193],"genre_scores_gemma":[0.7050825,0.0007559767,0.2876729,0.00007115984,0.000021069241,0.00040078198,0.0001075438,0.000060986513,0.005826996],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997187,0.00005164271,0.00001798969,0.000058363912,0.00012819095,0.00002505083],"domain_scores_gemma":[0.99974746,0.000094913055,0.00003738049,0.000032521177,0.00007266854,0.000014969753],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047020052,0.00038949022,0.0005194363,0.00043409885,0.00021728841,0.0006073502,0.0009786792,0.0012703399,0.0014501564],"category_scores_gemma":[0.000663871,0.0004319678,0.0006386653,0.00025655987,0.00043276945,0.0005859905,0.00043523815,0.00025331622,0.0004254644],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001440955,0.000109910136,0.002656715,0.00059449853,0.000079347235,0.0008878198,0.0003620291,0.81104684,0.12017131,0.0068829,0.0009732064,0.056091327],"study_design_scores_gemma":[0.000019794557,0.00016275626,0.00066478533,0.000035307472,0.0000352454,0.00032428448,0.000063625615,0.9806362,0.011877092,0.0006028306,0.005550846,0.00002723855],"about_ca_topic_score_codex":0.0008097902,"about_ca_topic_score_gemma":0.0007792777,"teacher_disagreement_score":0.0014501564,"about_ca_system_score_codex":0.0003115049,"about_ca_system_score_gemma":0.0005301969,"threshold_uncertainty_score":0.004851222},"labels":[],"label_agreement":null},{"id":"W2767068155","doi":"10.1115/1.4038238","title":"An In Vitro Experimental Study of the Pulse Delivery Method in Irreversible Electroporation","year":2017,"lang":"en","type":"article","venue":"Journal of Engineering and Science in Medical Diagnostics and Therapy","topic":"Microbial Inactivation Methods","field":"Biochemistry, Genetics and Molecular Biology","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Saskatchewan Cancer Agency; University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada; Royal University Hospital Foundation","keywords":"Pulse (music); Ablation; Pulse duration; Bandwidth-limited pulse; Electroporation; Multiphoton intrapulse interference phase scan; Materials science; Biomedical engineering; Ultrashort pulse; Medicine; Physics; Optics; Chemistry; Internal medicine; Laser","score_opus":0.015348068228248888,"score_gpt":0.3426563374171216,"score_spread":0.3273082691888727,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2767068155","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89388627,0.0028697706,0.10094977,0.000117994314,0.00013641709,0.00014315611,0.00012614291,0.00018240215,0.0015880885],"genre_scores_gemma":[0.937874,0.0030018918,0.055759236,0.00010282166,0.000048331272,0.00023597268,0.0003427874,0.000068915484,0.0025661292],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99947804,0.00013189195,0.000047342925,0.0001372654,0.0001509859,0.00005454336],"domain_scores_gemma":[0.9991725,0.00045708288,0.00013044295,0.00010446678,0.000105365085,0.000030076391],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00093357,0.00042717697,0.000563395,0.00017063328,0.00018800938,0.00031941457,0.0004144455,0.0005264876,0.0005841241],"category_scores_gemma":[0.00095582247,0.00026653276,0.000324628,0.00019879892,0.00035408512,0.00040976857,0.00032433873,0.00078626355,0.00029859858],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022315624,0.000016827536,0.000054095795,0.000053909003,0.0000036320882,0.000037913625,0.000018190047,0.00015058645,0.9987179,0.00003978702,0.0000127173635,0.00087210204],"study_design_scores_gemma":[0.0000063634398,0.0006217822,0.00081742794,0.0000053709246,0.000022094942,0.00018200396,0.000015065256,0.0015714993,0.9957306,0.000027408632,0.0009931286,0.0000071998857],"about_ca_topic_score_codex":0.0004940972,"about_ca_topic_score_gemma":0.00049087725,"teacher_disagreement_score":0.00093357,"about_ca_system_score_codex":0.00017922423,"about_ca_system_score_gemma":0.00015728726,"threshold_uncertainty_score":0.004937291},"labels":[],"label_agreement":null},{"id":"W2781392573","doi":"10.1115/1.4038791","title":"Optimization of Electrode Configuration and Pulse Strength in Irreversible Electroporation for Large Ablation Volumes Without Thermal Damage","year":2017,"lang":"en","type":"article","venue":"Journal of Engineering and Science in Medical Diagnostics and Therapy","topic":"Microbial Inactivation Methods","field":"Biochemistry, Genetics and Molecular Biology","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University of Saskatchewan","funders":"","keywords":"Ablation; Volume (thermodynamics); Electrode; Maximum temperature; Materials science; Irreversible electroporation; Analytical Chemistry (journal); Electroporation; Biomedical engineering; Composite material; Chemistry; Medicine; Chromatography; Thermodynamics; Cardiology; Physics","score_opus":0.009769213307465486,"score_gpt":0.29725742809868877,"score_spread":0.2874882147912233,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2781392573","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9049716,0.003619254,0.08944884,0.000105463296,0.00007012672,0.0001157773,0.00007084814,0.00017361992,0.0014244689],"genre_scores_gemma":[0.9555515,0.0011511407,0.042441987,0.00006820049,0.000015838732,0.00012482698,0.00006822202,0.00006242352,0.0005159552],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99945086,0.00012412519,0.00005171304,0.00011913666,0.00019745558,0.00005676393],"domain_scores_gemma":[0.999097,0.00047806595,0.00018653716,0.00005456944,0.0001516036,0.00003224289],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000809644,0.0006198153,0.00049717934,0.00035655027,0.00016022084,0.00048171193,0.0003826943,0.00048017755,0.0005047096],"category_scores_gemma":[0.002338104,0.000283585,0.0003756611,0.0002985223,0.00033672497,0.00055236043,0.00033676668,0.0003580606,0.00020549753],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023833216,0.00006581807,0.0012271769,0.000286824,0.000021985783,0.00009210764,0.00005980409,0.004274275,0.97663045,0.00010347834,0.00007529302,0.016924499],"study_design_scores_gemma":[0.00004233774,0.0017292842,0.015796399,0.000041316616,0.00014664367,0.00034524934,0.00013989885,0.023439895,0.95555097,0.00024665034,0.002470072,0.000051316583],"about_ca_topic_score_codex":0.00027354975,"about_ca_topic_score_gemma":0.0006525627,"teacher_disagreement_score":0.000809644,"about_ca_system_score_codex":0.0002033364,"about_ca_system_score_gemma":0.00030400025,"threshold_uncertainty_score":0.004281819},"labels":[],"label_agreement":null},{"id":"W2784461186","doi":"10.1115/1.4039105","title":"Technical Overview of Osseointegrated Transfemoral Prostheses: Orthopedic Surgery and Implant Design Centered","year":2018,"lang":"en","type":"article","venue":"Journal of Engineering and Science in Medical Diagnostics and Therapy","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Holland Bloorview Kids Rehabilitation Hospital; University of Toronto","funders":"","keywords":"Osseointegration; Medicine; Orthopedic surgery; Implant; Prosthesis; Intramedullary rod; Surgery; Dentistry","score_opus":0.047062963520343636,"score_gpt":0.3059543270172036,"score_spread":0.25889136349686,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2784461186","genre_codex":"review","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0071642073,0.59185123,0.29670233,0.0055127777,0.0128487395,0.0005951115,0.00056802237,0.0017828104,0.08297479],"genre_scores_gemma":[0.021076223,0.5891566,0.24311227,0.0045517436,0.008524982,0.0006435249,0.0016822777,0.0005336932,0.1307187],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.999393,0.00008001939,0.000109564164,0.00009923344,0.00027659832,0.00004151157],"domain_scores_gemma":[0.9995896,0.00008839974,0.000061310435,0.00002956125,0.00017445539,0.000056632292],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011824465,0.0012727476,0.00050682505,0.003018829,0.00037386725,0.001560852,0.0007311877,0.0016986325,0.007383222],"category_scores_gemma":[0.00061392575,0.000584375,0.00065305363,0.0014019989,0.00040038716,0.0016468265,0.0008530607,0.0016600665,0.008052571],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012237603,0.00015894948,0.0006987704,0.0037860877,0.000030970907,0.0011407739,0.0001591749,0.001344414,0.06815001,0.022417497,0.05604659,0.8459443],"study_design_scores_gemma":[0.00000716155,0.0003134557,0.0010246637,0.0005020653,0.000019143306,0.0048803897,0.0000355003,0.00077668455,0.006382369,0.002961338,0.98305213,0.000044968656],"about_ca_topic_score_codex":0.00033216286,"about_ca_topic_score_gemma":0.0007586881,"teacher_disagreement_score":0.007383222,"about_ca_system_score_codex":0.0004767653,"about_ca_system_score_gemma":0.0010161913,"threshold_uncertainty_score":0.02469933},"labels":[],"label_agreement":null},{"id":"W2802729919","doi":"10.1115/1.4040055","title":"Tactical Operating Room Planning Based on System Transient Performance Control","year":2018,"lang":"en","type":"article","venue":"Journal of Engineering and Science in Medical Diagnostics and Therapy","topic":"Healthcare Operations and Scheduling Optimization","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Staffing; Schedule; Transient (computer programming); Duration (music); Workload; Computer science; Markov chain; Model predictive control; Upstream (networking); Operations research; Markov decision process; Pace; Overshoot (microwave communication); Operations management; Control (management); Reliability engineering; Markov process; Engineering; Medicine","score_opus":0.030277044271762973,"score_gpt":0.3716903922526191,"score_spread":0.3414133479808561,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2802729919","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.048090216,0.00020317393,0.94057095,0.00024644026,0.000046596102,0.00008978713,0.00007650951,0.0005502337,0.0101261595],"genre_scores_gemma":[0.9856289,0.000099929006,0.012696912,0.000032775937,0.000014241967,0.000080861326,0.00004770823,0.000022433147,0.0013762448],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994773,0.00010888174,0.000018930086,0.00011113094,0.0001586397,0.00012517186],"domain_scores_gemma":[0.998816,0.00060514256,0.000241003,0.000044043496,0.00023041735,0.0000634898],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007217829,0.00067318184,0.00071612693,0.0004214411,0.00043616534,0.0012320447,0.0008099642,0.000547544,0.0019048416],"category_scores_gemma":[0.0022581944,0.00036830304,0.00043214942,0.00043929275,0.0007741436,0.0005700943,0.0007250085,0.00081551395,0.0002019551],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021332782,0.000010094167,0.0001262943,0.000012837522,0.0000041557473,0.000016343656,0.000015223013,0.99396694,0.000428453,0.0015406763,0.00015584397,0.0037016522],"study_design_scores_gemma":[0.0000026697762,0.000012797243,0.00005920817,0.0000019063935,0.0000022877682,0.0000020453356,0.0000033163415,0.9991615,0.00012843734,0.0005552386,0.00006881249,0.0000017792314],"about_ca_topic_score_codex":0.013854207,"about_ca_topic_score_gemma":0.0081512155,"teacher_disagreement_score":0.013854207,"about_ca_system_score_codex":0.0012546615,"about_ca_system_score_gemma":0.0016989473,"threshold_uncertainty_score":0.027547121},"labels":[],"label_agreement":null},{"id":"W2887942609","doi":"10.1115/1.4041005","title":"Contact of Rough Surfaces in Ankle Implants Under Combined Normal and Twist Loading","year":2018,"lang":"en","type":"article","venue":"Journal of Engineering and Science in Medical Diagnostics and Therapy","topic":"Foot and Ankle Surgery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Implant; Surface roughness; Materials science; Tibia; Surface finish; Contact area; Vibration; Composite material; Mechanics; Orthodontics; Structural engineering; Engineering; Medicine; Physics; Surgery; Acoustics","score_opus":0.016081112842805684,"score_gpt":0.27948337623706865,"score_spread":0.263402263394263,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2887942609","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99789655,0.000100070574,0.0014862665,0.000013751932,0.00000629215,0.0000062431122,0.000020996147,0.000011066345,0.0004588104],"genre_scores_gemma":[0.99952054,0.00003738063,0.00020636903,0.0000041878357,0.0000018209275,0.0000027684919,0.000013507701,0.0000019718743,0.00021153832],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996475,0.000038760107,0.000014233071,0.000048826547,0.00016030022,0.00009046577],"domain_scores_gemma":[0.99968815,0.00012759709,0.00006886676,0.000037315338,0.000053167052,0.00002497166],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002696886,0.00014488683,0.00030621156,0.00046881783,0.00035601735,0.00051165913,0.00018692634,0.00037690188,0.0009057196],"category_scores_gemma":[0.0007524244,0.00020720335,0.00024911802,0.00021672623,0.0005916099,0.000277441,0.0003138327,0.00018743232,0.00013303102],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010181406,0.00012063193,0.012398501,0.00014578892,0.000032497628,0.0014409709,0.00059345947,0.050493583,0.9198846,0.0011281936,0.00024772817,0.012495988],"study_design_scores_gemma":[0.00004902665,0.0012192375,0.144173,0.00002819639,0.00005569744,0.0013263607,0.0020050947,0.52510774,0.3215989,0.0028365226,0.0014765435,0.00012366839],"about_ca_topic_score_codex":0.0010119235,"about_ca_topic_score_gemma":0.0012190911,"teacher_disagreement_score":0.0010119235,"about_ca_system_score_codex":0.00028434547,"about_ca_system_score_gemma":0.0001549215,"threshold_uncertainty_score":0.0030299425},"labels":[],"label_agreement":null},{"id":"W2897646574","doi":"10.1115/1.4041702","title":"Plastic Energy Dissipation in Lumbar Spine Implants: A Contact Mechanics Point of View","year":2018,"lang":"en","type":"article","venue":"Journal of Engineering and Science in Medical Diagnostics and Therapy","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Dissipation; Materials science; Mechanics; Plasticity; Asperity (geotechnical engineering); Implant; Gaussian; Lumbar; Lumbar spine; Surface roughness; Contact area; Composite material; Physics; Anatomy; Surgery; Medicine; Thermodynamics","score_opus":0.009232994454633162,"score_gpt":0.2646187397579018,"score_spread":0.25538574530326863,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2897646574","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.33983743,0.0058859903,0.63512534,0.00056356704,0.00011221328,0.00010227898,0.0002569374,0.00022078802,0.017895386],"genre_scores_gemma":[0.988223,0.0012695339,0.0055375816,0.000050631224,0.000024739167,0.00005208999,0.00006402267,0.00003430019,0.0047440557],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996351,0.00005794001,0.000020675527,0.00007002917,0.00016634726,0.000049857274],"domain_scores_gemma":[0.9996749,0.0001592696,0.00006956189,0.000035134006,0.00005064042,0.0000104740375],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034089913,0.00070627197,0.0006270524,0.00083856535,0.0003120087,0.0009574075,0.0008483762,0.0012946479,0.0013468048],"category_scores_gemma":[0.0011943444,0.00036997953,0.0007214727,0.00054805045,0.00072557706,0.0010999427,0.0005891723,0.00035219663,0.00035431812],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001053594,0.00006904079,0.0033194157,0.00024401199,0.00003648235,0.0008632927,0.0002114684,0.91819036,0.04708133,0.0047332924,0.0003184289,0.024827644],"study_design_scores_gemma":[0.000002934681,0.00008724058,0.0021529105,0.000020798012,0.000014758564,0.00039854154,0.000056148903,0.98895395,0.005816582,0.0016622217,0.0008150808,0.000018830498],"about_ca_topic_score_codex":0.0012995686,"about_ca_topic_score_gemma":0.00087514916,"teacher_disagreement_score":0.0013468048,"about_ca_system_score_codex":0.00049550616,"about_ca_system_score_gemma":0.0003197601,"threshold_uncertainty_score":0.0045054555},"labels":[],"label_agreement":null},{"id":"W2903939177","doi":"10.1115/1.4042319","title":"Special Issue: Under the Hood—A Look at the Mechanisms Regulating Lung Function","year":2018,"lang":"en","type":"article","venue":"Journal of Engineering and Science in Medical Diagnostics and Therapy","topic":"Inhalation and Respiratory Drug Delivery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Lung; Airway; Airflow; Respiratory system; Respiratory physiology; Elastic recoil; Airway resistance; Medicine; Chemistry; Anatomy; Anesthesia; Internal medicine; Engineering; Mechanical engineering","score_opus":0.010454979450340246,"score_gpt":0.26303229793988603,"score_spread":0.2525773184895458,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2903939177","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0008265582,0.030603401,0.00065899064,0.0435725,0.9163199,0.000041967858,0.00020200922,0.00014291603,0.007631761],"genre_scores_gemma":[0.0021839305,0.01575424,0.00015222408,0.00941861,0.96164334,0.000025633974,0.00009310473,0.000063308944,0.010665611],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989587,0.00012607526,0.00010617807,0.00022528222,0.00043182942,0.0001519259],"domain_scores_gemma":[0.9961391,0.000862676,0.0002266647,0.00015154797,0.0014560157,0.001163936],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016243962,0.0018785945,0.0019764567,0.0016905811,0.0016102208,0.0049439776,0.002661172,0.0064735077,0.024866678],"category_scores_gemma":[0.0038672558,0.00049024227,0.0012948952,0.00066269963,0.0017714723,0.0035434566,0.0014192307,0.007524128,0.009039032],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000098642486,0.00004877363,0.00026145374,0.0005237981,0.000022249693,0.0003156593,0.00004097355,0.000081951046,0.0005489051,0.0015007692,0.9732404,0.023316441],"study_design_scores_gemma":[0.000022523851,0.00013811223,0.0012686086,0.00045521156,0.00004458315,0.0009927645,0.00012053016,0.000251124,0.00045016888,0.002555649,0.9936778,0.000022832382],"about_ca_topic_score_codex":0.0006003178,"about_ca_topic_score_gemma":0.0010827715,"teacher_disagreement_score":0.024866678,"about_ca_system_score_codex":0.0015791323,"about_ca_system_score_gemma":0.0014460669,"threshold_uncertainty_score":0.08318728},"labels":[],"label_agreement":null},{"id":"W2904883031","doi":"10.1115/1.4042309","title":"The Strain on Airway Smooth Muscle During a Deep Inspiration to Total Lung Capacity","year":2018,"lang":"en","type":"article","venue":"Journal of Engineering and Science in Medical Diagnostics and Therapy","topic":"Inhalation and Respiratory Drug Delivery","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Contractility; In vivo; Airway; Bronchodilator; Confounding; Flexibility (engineering); In vitro; Lung; Medicine; Biology; Cardiology; Internal medicine; Surgery; Asthma; Biotechnology; Mathematics; Biochemistry","score_opus":0.011013218090567354,"score_gpt":0.2620852049746446,"score_spread":0.2510719868840772,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2904883031","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17636183,0.77769107,0.025857856,0.0016921278,0.0016853396,0.00019197201,0.0020258513,0.00026968826,0.014224311],"genre_scores_gemma":[0.5949449,0.37942702,0.015450233,0.0010881347,0.0011576,0.00040565556,0.0014588144,0.00009567895,0.005972036],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9984238,0.00034034942,0.00016042189,0.00031478287,0.00068043376,0.00008016678],"domain_scores_gemma":[0.9983052,0.0008727856,0.0003866294,0.00006846431,0.00030983333,0.00005709954],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001796776,0.0006661875,0.0010631669,0.0014567017,0.00025346526,0.0010867624,0.00065484515,0.0008115129,0.0022956042],"category_scores_gemma":[0.0031377503,0.00030779678,0.00074834883,0.0013124633,0.00070736354,0.00082419073,0.0006433504,0.0012233317,0.00066189485],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011484768,0.00019212232,0.03562588,0.019660443,0.0007129443,0.000906861,0.0014418914,0.002471517,0.32509184,0.0046138605,0.0040168134,0.60411733],"study_design_scores_gemma":[0.00006816226,0.0049603316,0.5963988,0.005236564,0.0014684661,0.0065858457,0.002231433,0.004693449,0.23948954,0.004982415,0.13347471,0.0004102963],"about_ca_topic_score_codex":0.0010158094,"about_ca_topic_score_gemma":0.0011800746,"teacher_disagreement_score":0.0022956042,"about_ca_system_score_codex":0.0005688377,"about_ca_system_score_gemma":0.0004691498,"threshold_uncertainty_score":0.009502411},"labels":[],"label_agreement":null},{"id":"W2905124615","doi":"10.1115/1.4042318","title":"The Aftermath of Bronchoconstriction","year":2018,"lang":"en","type":"review","venue":"Journal of Engineering and Science in Medical Diagnostics and Therapy","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Institute of Circulatory and Respiratory Health; National Heart, Lung, and Blood Institute; Cumming School of Medicine, University of Calgary","keywords":"Bronchoconstriction; Asthma; Inflammation; Pathogenesis; Medicine; Airway; Immunology; Immune system; Anesthesia","score_opus":0.017917188150224975,"score_gpt":0.3205960201045065,"score_spread":0.3026788319542815,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2905124615","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0010584746,0.9945121,0.00020192127,0.0009794221,0.0006178829,0.000009741901,0.000046909678,0.000013069901,0.0025604956],"genre_scores_gemma":[0.0073729074,0.9894243,0.00016017201,0.00062498735,0.00071394385,0.000012989007,0.000051372175,0.000002808285,0.0016365583],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998006,0.000047130314,0.000026889817,0.000029103896,0.00006875009,0.00002742237],"domain_scores_gemma":[0.9997962,0.00008180714,0.000043206346,0.0000073978767,0.000047702484,0.000023642882],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003716865,0.00046448613,0.00088487734,0.0008700569,0.00028970282,0.0012307633,0.0004981245,0.0014430467,0.0027675114],"category_scores_gemma":[0.0006685319,0.00010683763,0.00042746312,0.00056577026,0.00048345627,0.00088909763,0.0005729459,0.0013505921,0.0013552655],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021582091,0.00008644234,0.0016968832,0.023357756,0.00017672977,0.0019392178,0.0004842135,0.0003067039,0.011424164,0.011045169,0.033062965,0.916204],"study_design_scores_gemma":[0.000022121467,0.00024961648,0.008129641,0.006726815,0.00016943165,0.006220195,0.0004929544,0.00010219005,0.0034303255,0.004659347,0.96976465,0.000032595435],"about_ca_topic_score_codex":0.00069509936,"about_ca_topic_score_gemma":0.0012274764,"teacher_disagreement_score":0.0027675114,"about_ca_system_score_codex":0.0003811538,"about_ca_system_score_gemma":0.0009099833,"threshold_uncertainty_score":0.009258211},"labels":[],"label_agreement":null},{"id":"W2910899690","doi":"10.1115/1.4042477","title":"Mechanopharmacology and Synergistic Relaxation of Airway Smooth Muscle","year":2019,"lang":"en","type":"article","venue":"Journal of Engineering and Science in Medical Diagnostics and Therapy","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"British Columbia Lung Association","keywords":"Salbutamol; Contraction (grammar); Muscle relaxation; Cytoskeleton; Internal medicine; Agonist; Endocrinology; Chemistry; Muscle stiffness; Muscle contraction; Biophysics; Medicine; Asthma; Biology; Stiffness; Receptor; Materials science; Biochemistry; Cell","score_opus":0.0073611733001204055,"score_gpt":0.26718913228670294,"score_spread":0.2598279589865825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2910899690","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9890526,0.006051197,0.001962056,0.0004397195,0.00020762799,0.000087945155,0.0001775816,0.000075315285,0.0019459816],"genre_scores_gemma":[0.9942781,0.0022647602,0.0011417944,0.0002097502,0.00009631947,0.00013803956,0.00016050099,0.000009232821,0.0017014146],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99975973,0.000057796122,0.000017952483,0.000052876305,0.000046775676,0.00006487146],"domain_scores_gemma":[0.99984336,0.000020709793,0.00004202824,0.000020583599,0.00001721887,0.000056100238],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021990955,0.00044025676,0.0005915936,0.00019867024,0.00020706984,0.00024675598,0.00021304838,0.00053604745,0.0028167632],"category_scores_gemma":[0.00020722153,0.00026754863,0.0004849057,0.00012839976,0.000308827,0.00037440012,0.00039914157,0.0011896426,0.00021886347],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00092986465,0.00012913384,0.00045374938,0.00014277546,0.000018346855,0.00018760464,0.000024133256,0.000028610042,0.9938309,0.000086059095,0.00005420463,0.0041145794],"study_design_scores_gemma":[0.00066948216,0.018831134,0.287683,0.000086929664,0.000262413,0.002650232,0.0005399465,0.0021068985,0.6789229,0.0006580276,0.00753202,0.000057126446],"about_ca_topic_score_codex":0.00013291475,"about_ca_topic_score_gemma":0.0002945741,"teacher_disagreement_score":0.0028167632,"about_ca_system_score_codex":0.00011769801,"about_ca_system_score_gemma":0.0001536891,"threshold_uncertainty_score":0.0094230175},"labels":[],"label_agreement":null},{"id":"W2911165731","doi":"10.1115/1.4042479","title":"Myosin Crossbridge, Contractile Unit, and the Mechanism of Contraction in Airway Smooth Muscle: A Mechanical Engineer's Perspective","year":2019,"lang":"en","type":"review","venue":"Journal of Engineering and Science in Medical Diagnostics and Therapy","topic":"Cardiomyopathy and Myosin Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"CrossBridge; Myosin; Sarcomere; Myofilament; Actin; Muscle contraction; Contraction (grammar); Biophysics; Myosin head; Anatomy; Meromyosin; Chemistry; Myocyte; Biology; Myosin light-chain kinase; Cell biology; Biochemistry","score_opus":0.024007417757755084,"score_gpt":0.3245143950469856,"score_spread":0.3005069772892305,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2911165731","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00013905122,0.99859387,0.00017984014,0.00021783084,0.0001472904,0.000001447293,0.0000064335454,0.0000032374621,0.00071103906],"genre_scores_gemma":[0.0008629356,0.99831593,0.00019463986,0.000109358654,0.00018212828,0.000002690103,0.000008651819,7.6296965e-7,0.00032296416],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998791,0.000017799994,0.000019061523,0.000024566634,0.000049076254,0.0000103236],"domain_scores_gemma":[0.9997782,0.00012354009,0.000030930205,0.0000063459,0.00004864719,0.000012309793],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000353429,0.0007110284,0.0011166746,0.002763214,0.0002493597,0.0008053738,0.0007582996,0.0011101142,0.0019232031],"category_scores_gemma":[0.0004947954,0.00025668638,0.00041805697,0.0021908144,0.0007476502,0.0017770749,0.00050701277,0.0013245235,0.0009704118],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008918068,0.00010383688,0.0005172974,0.037214898,0.00015196846,0.0006117593,0.00022408777,0.0011250204,0.0077654915,0.036556844,0.021504326,0.89413524],"study_design_scores_gemma":[0.00000868705,0.00014459252,0.002016997,0.00586329,0.00013588379,0.0023491266,0.00019964938,0.00037524407,0.00084900006,0.014835807,0.97318345,0.000038238737],"about_ca_topic_score_codex":0.00090154726,"about_ca_topic_score_gemma":0.0011783817,"teacher_disagreement_score":0.002763214,"about_ca_system_score_codex":0.0005495803,"about_ca_system_score_gemma":0.00077635475,"threshold_uncertainty_score":0.006433785},"labels":[],"label_agreement":null},{"id":"W2975481364","doi":"10.1115/1.4044949","title":"A Methodology to Assess Subregional Geometric Complexity for Tetralogy of Fallot Patients","year":2019,"lang":"en","type":"article","venue":"Journal of Engineering and Science in Medical Diagnostics and Therapy","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; University of Toronto","funders":"","keywords":"Tetralogy of Fallot; Ventricular outflow tract; Hemodynamics; Pulmonary artery; Pulmonary valve; Medicine; Left pulmonary artery; Cardiology; Internal medicine; Geometry; Mathematics; Heart disease","score_opus":0.10474298429027945,"score_gpt":0.3674421866886407,"score_spread":0.26269920239836125,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2975481364","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.68498045,0.0005787296,0.3029938,0.0002913451,0.00006732657,0.0010468292,0.004316083,0.0012610768,0.004464348],"genre_scores_gemma":[0.7667058,0.00019412006,0.22893026,0.00006891423,0.000048328322,0.00065280485,0.0025735656,0.00014844831,0.0006777804],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99895453,0.00020472654,0.00016701694,0.0002810859,0.00029884593,0.00009370964],"domain_scores_gemma":[0.99661994,0.0010586913,0.0010588156,0.00032618432,0.00065290555,0.00028344168],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016421535,0.00072452263,0.00055873924,0.006034812,0.00042070012,0.0017030289,0.0005158431,0.00067177764,0.002813001],"category_scores_gemma":[0.0068986453,0.0003109797,0.0007756146,0.0020170626,0.0003600794,0.00069786847,0.0014511158,0.00044701702,0.0007406132],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00055783516,0.00017498758,0.7623486,0.00017374441,0.00029486534,0.0007295782,0.0010733559,0.011483121,0.019496905,0.002462451,0.0020111024,0.19919342],"study_design_scores_gemma":[0.00007424219,0.00090523076,0.75044817,0.00015317858,0.00031312325,0.0046050525,0.0018873379,0.20855077,0.015225524,0.0048131933,0.012862312,0.00016181504],"about_ca_topic_score_codex":0.0016857386,"about_ca_topic_score_gemma":0.002119627,"teacher_disagreement_score":0.006034812,"about_ca_system_score_codex":0.0003550295,"about_ca_system_score_gemma":0.0007285248,"threshold_uncertainty_score":0.009410441},"labels":[],"label_agreement":null},{"id":"W3087853315","doi":"10.1115/1.4048536","title":"Computational Modeling of Cardiac Ablation Incorporating Electrothermomechanical Interactions","year":2020,"lang":"en","type":"article","venue":"Journal of Engineering and Science in Medical Diagnostics and Therapy","topic":"Cardiac Arrhythmias and Treatments","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Ablation; Blood flow; Cardiac Ablation; Biomedical engineering; Radiofrequency ablation; Electrode; Materials science; Perfusion; Volumetric flow rate; Rf ablation; Catheter ablation; Cardiology; Medicine; Mechanics; Chemistry; Physics","score_opus":0.016693258215752196,"score_gpt":0.28405617743407735,"score_spread":0.26736291921832517,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3087853315","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5500199,0.00078100146,0.41847977,0.00069646415,0.00012338819,0.00016341417,0.0004889487,0.00038278365,0.028864335],"genre_scores_gemma":[0.98215425,0.00021326968,0.013023259,0.00007341171,0.000018865217,0.00013230779,0.000104852,0.000044751872,0.0042349193],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99985015,0.00004492396,0.000007455021,0.000027348482,0.00004695588,0.000023041683],"domain_scores_gemma":[0.9996501,0.00019562343,0.00005502604,0.000028287455,0.00004632977,0.00002456307],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021840485,0.00047471962,0.0005865982,0.0003021346,0.00037604966,0.0010479474,0.0007931114,0.0014198235,0.0013757029],"category_scores_gemma":[0.00088027865,0.0004205991,0.00064639305,0.00027260752,0.000880032,0.00046442615,0.0007889317,0.00048948044,0.00020992012],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013751249,0.00001459958,0.00020935372,0.000010198032,0.0000063939856,0.000039820887,0.00001528375,0.9965346,0.001601941,0.0007702718,0.000044379794,0.00073944894],"study_design_scores_gemma":[0.000002474937,0.000006400114,0.000086249485,0.0000013047289,0.0000015891023,0.000006036746,0.000003473094,0.9995209,0.00013793688,0.00014826168,0.000083245744,0.00000209372],"about_ca_topic_score_codex":0.0074824113,"about_ca_topic_score_gemma":0.0033467873,"teacher_disagreement_score":0.0074824113,"about_ca_system_score_codex":0.00051926775,"about_ca_system_score_gemma":0.000822082,"threshold_uncertainty_score":0.014877737},"labels":[],"label_agreement":null},{"id":"W4309151717","doi":"10.1115/1.4056267","title":"Axial Wall Displacement at the Common Carotid Artery is Associated With the Lamb Waves","year":2022,"lang":"en","type":"article","venue":"Journal of Engineering and Science in Medical Diagnostics and Therapy","topic":"Cardiovascular Health and Disease Prevention","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Displacement (psychology); Mechanics; Waveform; Physics; Acoustics","score_opus":0.00931259636949383,"score_gpt":0.25914004587529466,"score_spread":0.24982744950580082,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4309151717","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9773539,0.00055654696,0.021005366,0.000056653967,0.000021136855,0.000013066961,0.00003973413,0.00005361921,0.00090006494],"genre_scores_gemma":[0.99710685,0.00018532063,0.00229355,0.000013899181,0.000016562119,0.000006361858,0.000020996104,0.0000061631317,0.0003503682],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9998851,0.000028724055,0.000010096475,0.000018267247,0.000042819003,0.000015017516],"domain_scores_gemma":[0.99927,0.0003049201,0.00020974109,0.00006288675,0.00011794966,0.00003443242],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003248215,0.00023540678,0.00018272117,0.0006589241,0.000107322034,0.00035482988,0.000149892,0.00031426712,0.0007359683],"category_scores_gemma":[0.001126127,0.00013901116,0.00015825444,0.00037554724,0.00047266379,0.0002538164,0.00026308955,0.00020937022,0.00013102168],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011674454,0.00012807545,0.25240624,0.00035088102,0.000108962115,0.0035010122,0.00077874726,0.0031641666,0.6044903,0.0025249983,0.00035117395,0.13102798],"study_design_scores_gemma":[0.000029180776,0.0008818359,0.84109324,0.00006074614,0.00013453171,0.008991326,0.0007024346,0.034631092,0.10890079,0.0030219867,0.0014840994,0.00006874059],"about_ca_topic_score_codex":0.00045502107,"about_ca_topic_score_gemma":0.00032780078,"teacher_disagreement_score":0.0007359683,"about_ca_system_score_codex":0.000104729465,"about_ca_system_score_gemma":0.00012047684,"threshold_uncertainty_score":0.002462089},"labels":[],"label_agreement":null},{"id":"W4408406640","doi":"10.1115/1.4068182","title":"Algorithm Validation for Treatment Planning Systems in Lung Region","year":2025,"lang":"en","type":"article","venue":"Journal of Engineering and Science in Medical Diagnostics and Therapy","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Atomic Energy (Canada)","funders":"","keywords":"Computer science; Radiation treatment planning; Medicine; Radiology","score_opus":0.018064346247831212,"score_gpt":0.32656821910523287,"score_spread":0.30850387285740166,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408406640","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.039029267,0.00027548958,0.95379156,0.00008188569,0.000054956956,0.0002770377,0.000129764,0.0047246297,0.0016354666],"genre_scores_gemma":[0.36106542,0.00009228159,0.63673913,0.00006012264,0.000010102017,0.00024972207,0.0003829528,0.00049734925,0.0009029321],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9970003,0.00131629,0.00027024775,0.00039945246,0.00093560445,0.00007807698],"domain_scores_gemma":[0.9941267,0.0023357328,0.00039359584,0.0008673568,0.002223082,0.000053580025],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005029712,0.0004400453,0.00032469144,0.00074917614,0.0005295231,0.0012140047,0.0008835323,0.0005446411,0.0020258143],"category_scores_gemma":[0.0144522255,0.0003667911,0.0005240838,0.0005919388,0.0003369501,0.0005332108,0.0005770736,0.0005242924,0.0007045077],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00048930425,0.00009982407,0.012491428,0.00036925223,0.00017384409,0.00011615985,0.00032105844,0.42262223,0.06878079,0.008083865,0.0030223234,0.48343],"study_design_scores_gemma":[0.00006742784,0.00012771905,0.0036127444,0.000041943626,0.000037588237,0.00013082678,0.000034674435,0.93127763,0.054041587,0.0018933695,0.00871146,0.000023016795],"about_ca_topic_score_codex":0.0049504866,"about_ca_topic_score_gemma":0.0026946613,"teacher_disagreement_score":0.005029712,"about_ca_system_score_codex":0.0010928488,"about_ca_system_score_gemma":0.0016397099,"threshold_uncertainty_score":0.026599944},"labels":[],"label_agreement":null},{"id":"W4411283716","doi":"10.1115/1.4068927","title":"NATO Framework for Modeling and Simulation of Human Lethality, Injury, and Impairment From Blast-Related Threats and Its Practical Implementation to Support Blast Injury Research","year":2025,"lang":"en","type":"article","venue":"Journal of Engineering and Science in Medical Diagnostics and Therapy","topic":"Disaster Response and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Defence Research and Development Canada","funders":"","keywords":"Lethality; Blast injury; Computer security; Computer science; Risk analysis (engineering); Key (lock); Computational model; Forensic engineering; Medicine; Poison control; Engineering; Medical emergency; Simulation; Biology","score_opus":0.12003664641250403,"score_gpt":0.5575486862350273,"score_spread":0.4375120398225233,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411283716","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008673956,0.00028326915,0.97002864,0.0007762803,0.00016134772,0.0003629159,0.0017285512,0.0029304354,0.015054566],"genre_scores_gemma":[0.1993079,0.0011125726,0.7784106,0.00038015793,0.00014462211,0.0022107672,0.0032364975,0.0011935023,0.014003407],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996275,0.00013072259,0.00003652001,0.000044189048,0.00013064955,0.000030584084],"domain_scores_gemma":[0.99923337,0.0003293665,0.00005319342,0.000080660946,0.0002430851,0.000060263166],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013467214,0.0009159894,0.0008295849,0.00091821805,0.0009483122,0.0013880745,0.0026418061,0.0015929759,0.008648306],"category_scores_gemma":[0.002627762,0.0007380676,0.0015519719,0.00049216993,0.0006091427,0.0008256225,0.0017467072,0.0011007435,0.001504917],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004988692,0.000088712804,0.0015962109,0.00018314474,0.00006493934,0.00018450145,0.00013943246,0.9191831,0.001571374,0.056357365,0.0048834733,0.015697915],"study_design_scores_gemma":[0.0000120736495,0.000013168503,0.00010377891,0.000031900967,0.000008824126,0.000025373103,0.000020962947,0.9846454,0.00020900794,0.0054059387,0.009515953,0.0000075748467],"about_ca_topic_score_codex":0.024559673,"about_ca_topic_score_gemma":0.020310855,"teacher_disagreement_score":0.024559673,"about_ca_system_score_codex":0.0010081946,"about_ca_system_score_gemma":0.0022204532,"threshold_uncertainty_score":0.04883343},"labels":[],"label_agreement":null}]}