{"meta":{"query_hash":"79c0b4d400dc","filters":{"venue":"Almanac of Clinical Medicine"},"cohort_total":7,"direct_labels_cover":1,"predictions_cover":7,"exported":7,"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/79c0b4d400dc","api":"https://metacan.xera.ac/api/v1/cohort?venue=Almanac+of+Clinical+Medicine"},"results":[{"id":"W3010756636","doi":"10.18786/2072-0505-2020-48-009","title":"Robotic mechanotherapy: the possibility to use an exoskeleton for lower limb rehabilitation in patients with multiple sclerosis and impaired walking function","year":2020,"lang":"en","type":"article","venue":"Almanac of Clinical Medicine","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Multiple sclerosis; Exoskeleton; Rehabilitation; Physical medicine and rehabilitation; Expanded Disability Status Scale; Physical therapy; Medicine","score_opus":0.14080835375498874,"score_gpt":0.37708022106172984,"score_spread":0.2362718673067411,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3010756636","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9763797,0.00007846291,0.0018543935,0.018685099,0.00013564553,0.0028193984,0.000008411344,0.000031647356,0.000007258723],"genre_scores_gemma":[0.9936135,0.00011489693,0.0034063465,0.0024950658,0.00020610397,0.00010383267,0.000020801177,0.000028378876,0.00001106987],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99734193,0.0002928364,0.00097177573,0.00055611046,0.00056251185,0.000274847],"domain_scores_gemma":[0.9932413,0.0052881683,0.00021009443,0.0004412763,0.00047319545,0.0003459516],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0017975684,0.00018487155,0.00080458383,0.00010138186,0.00007806701,0.0000058538,0.000110415895,0.000097094424,0.000020316545],"category_scores_gemma":[0.022931272,0.000103910534,0.000096524585,0.00038612276,0.000374371,0.00017469727,0.00006443989,0.0002502855,0.0000010243245],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.019637326,0.0006409051,0.90525943,0.00022929984,0.00012234098,5.06873e-7,0.001281284,0.000035177552,0.0010022374,0.000014444794,0.00073763914,0.07103938],"study_design_scores_gemma":[0.010887118,0.03594917,0.9486844,0.000463959,0.000107136904,7.280809e-8,0.0005045684,0.003007346,0.000038420374,0.000048833677,0.00021201013,0.00009699246],"about_ca_topic_score_codex":0.00023703813,"about_ca_topic_score_gemma":0.00044363667,"teacher_disagreement_score":0.07094239,"about_ca_system_score_codex":0.000037827132,"about_ca_system_score_gemma":0.000045301935,"threshold_uncertainty_score":0.985299},"labels":[],"label_agreement":null},{"id":"W4294719160","doi":"10.18786/2072-0505-2022-50-026","title":"Challenging diagnosis of amebiasis in a non-endemic region: a clinical case","year":2022,"lang":"en","type":"article","venue":"Almanac of Clinical Medicine","topic":"Amoebic Infections and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Quest University Canada","funders":"","keywords":"Medicine; Colonoscopy; Disease; Metronidazole; Bloating; Differential diagnosis; Internal medicine; Gastroenterology; Abdominal pain; Dysentery; Proctitis; Inflammatory bowel disease; Ulcerative colitis; Pathology; Antibiotics","score_opus":0.14456064910893462,"score_gpt":0.46275842247373833,"score_spread":0.3181977733648037,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4294719160","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9866277,0.0013178029,0.00008452094,0.0049670404,0.0007924034,0.00054725533,0.0000071340746,0.000023769106,0.0056323707],"genre_scores_gemma":[0.9945822,0.0036975762,0.00021651463,0.0007093725,0.00040893067,0.00012386178,0.000012738061,0.000023833873,0.00022498997],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99611604,0.00033540613,0.0024460936,0.00042580775,0.00042503854,0.00025160718],"domain_scores_gemma":[0.9956391,0.0027627496,0.00065457897,0.0005963441,0.000119479235,0.00022773645],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002525841,0.00017439706,0.0015255939,0.00032137445,0.000079618396,4.1361633e-7,0.0001221995,0.00014924615,0.00069176254],"category_scores_gemma":[0.0024950728,0.00013869043,0.00039533243,0.0006112399,0.00048012362,0.0000393973,0.00016090363,0.00081420096,0.0000061757573],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004344868,0.0021042107,0.91417253,0.000113185655,0.00034425533,0.0060173045,0.0002804956,0.000014969485,0.0000012353497,0.00016662244,0.003843977,0.07250672],"study_design_scores_gemma":[0.031636138,0.018332362,0.9202653,0.0014751853,0.0017243312,0.005126975,0.0056824214,0.0018771962,0.000033633885,0.0006865461,0.012820121,0.00033979752],"about_ca_topic_score_codex":0.0011681389,"about_ca_topic_score_gemma":0.00009056823,"teacher_disagreement_score":0.07216692,"about_ca_system_score_codex":0.000062210376,"about_ca_system_score_gemma":0.0001232592,"threshold_uncertainty_score":0.7574315},"labels":[],"label_agreement":null},{"id":"W4311870347","doi":"10.18786/2072-0505-2022-50-046","title":"Time-dependent transformations of the internal image of disorder in patients with chronic back pain","year":2022,"lang":"en","type":"article","venue":"Almanac of Clinical Medicine","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Chronic pain; Medicine; McGill Pain Questionnaire; Pain catastrophizing; Physical therapy; Neuropathic pain; Disease; Dysfunctional family; Nociception; Visual analogue scale; Psychiatry; Internal medicine; Anesthesia","score_opus":0.009470317074373708,"score_gpt":0.3106025371945697,"score_spread":0.301132220120196,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4311870347","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99230045,0.00018528402,0.0005093324,0.0038711417,0.0001368895,0.0007997004,0.0000131505185,0.0000041800126,0.0021798834],"genre_scores_gemma":[0.99932426,0.000037624017,0.00013814516,0.00017687914,0.000039256454,0.0000129221835,0.000024098827,0.000009693238,0.00023714101],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975331,0.00045966232,0.0011884198,0.00013048519,0.0005856949,0.00010267712],"domain_scores_gemma":[0.9983584,0.0008101507,0.00036571897,0.00029219556,0.000121614656,0.00005186348],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002165055,0.00008439252,0.00052058505,0.00009282359,0.000020746393,2.0225323e-7,0.00014708767,0.00003888712,0.0013287535],"category_scores_gemma":[0.00074739516,0.00004588798,0.00014579762,0.00027250822,0.0005654238,0.000037374222,0.000044101074,0.0003016064,0.0000026266755],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014037519,0.0024239416,0.9576679,0.002098168,0.00019964926,8.138161e-7,0.0010926207,0.00026267444,0.00060674985,0.00016566306,0.0019051477,0.03217293],"study_design_scores_gemma":[0.009355122,0.007112686,0.98003316,0.0007952914,0.00007885461,3.7582004e-7,0.0005236838,0.0010322486,0.000050676146,0.00011946906,0.00084251456,0.000055930577],"about_ca_topic_score_codex":0.00014299803,"about_ca_topic_score_gemma":0.00007384136,"teacher_disagreement_score":0.032116998,"about_ca_system_score_codex":0.00003482448,"about_ca_system_score_gemma":0.000095765085,"threshold_uncertainty_score":0.99958414},"labels":[],"label_agreement":null},{"id":"W4387701511","doi":"10.18786/2072-0505-2023-51-030","title":"Diagnostic algorithms for acute ankle injury imaging","year":2023,"lang":"en","type":"article","venue":"Almanac of Clinical Medicine","topic":"Foot and Ankle Surgery","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Ankle; Magnetic resonance imaging; Ligament; Radiology; Rehabilitation; Physical therapy; Surgery","score_opus":0.09199945757282134,"score_gpt":0.4720821243853975,"score_spread":0.38008266681257613,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387701511","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8426353,0.0037393451,0.0015657429,0.12725797,0.010005234,0.002361214,0.00014918404,0.00074801996,0.011537987],"genre_scores_gemma":[0.97240436,0.0069256425,0.0014647355,0.007970919,0.0061867177,0.00011378657,0.00036579857,0.0000981875,0.0044698594],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99753344,0.000051904848,0.0012618629,0.00036985887,0.00040002505,0.00038288438],"domain_scores_gemma":[0.99234295,0.0064610187,0.00025239095,0.00041920977,0.00022030328,0.00030413177],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0019401625,0.00017659189,0.0011073506,0.00023123548,0.000049643073,0.0000015783517,0.00013514004,0.00011297241,0.00018122562],"category_scores_gemma":[0.011317257,0.00012889426,0.0003293489,0.00052907056,0.0004558527,0.000060746508,0.00007311823,0.00025994683,0.0000929383],"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":[0.00048212998,0.00019060756,0.1305515,0.00023483773,0.0004014656,0.0002505108,0.000067797235,5.22789e-7,0.0004984309,0.00027461917,0.55029565,0.3167519],"study_design_scores_gemma":[0.012605921,0.0048149545,0.53208816,0.0021317212,0.0026106115,0.000062305815,0.00040119104,0.0041913074,0.0015650301,0.005950664,0.43305647,0.00052166893],"about_ca_topic_score_codex":0.000033881275,"about_ca_topic_score_gemma":0.0000021210656,"teacher_disagreement_score":0.40153664,"about_ca_system_score_codex":0.00001024933,"about_ca_system_score_gemma":0.00009993891,"threshold_uncertainty_score":0.9970108},"labels":[],"label_agreement":null},{"id":"W4393372634","doi":"10.18786/2072-0505-2024-52-003","title":"Clinical markers of cognitive impairment in patients with chronic heart failure of ischemic origin during out-patient regular follow-up: a cross-sectional study","year":2024,"lang":"en","type":"article","venue":"Almanac of Clinical Medicine","topic":"Neurological Disorders and Treatments","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cognitive impairment; Heart failure; Cross-sectional study; Cognition; Cardiology; Internal medicine; Psychiatry; Pathology","score_opus":0.043921319318061466,"score_gpt":0.38431295778011537,"score_spread":0.3403916384620539,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393372634","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9974679,0.00015202769,0.000004018213,0.00020140164,0.00071936566,0.0012119294,0.000040819614,0.000023687882,0.00017888163],"genre_scores_gemma":[0.9995693,0.000064581414,0.000021978862,0.00014040981,0.000069708214,0.000036299396,0.000009368336,0.00002192167,0.00006646218],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.995422,0.00041991705,0.0021865484,0.0008095412,0.0008723641,0.00028964283],"domain_scores_gemma":[0.9965362,0.0023968867,0.0004608007,0.0003162901,0.00013823823,0.00015161431],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00081049395,0.00023914626,0.000980889,0.00015401085,0.000035766858,0.0000039817373,0.00020155244,0.00014265253,0.00015424662],"category_scores_gemma":[0.0021250027,0.00015420184,0.00025672713,0.00041761374,0.00096210034,0.0001036676,0.00013292179,0.00047471537,0.000008634252],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0041351146,0.0030950764,0.99108976,0.00013132805,0.00015146038,0.000053429518,0.0000987409,0.0000087600565,0.00019550654,0.000012266697,0.00023762703,0.00079091586],"study_design_scores_gemma":[0.014973843,0.026598504,0.9564805,0.000567649,0.000114679424,0.0000014093662,0.0000732741,0.000044192482,0.0008697956,0.00007204347,0.000086279666,0.00011783839],"about_ca_topic_score_codex":0.00008487185,"about_ca_topic_score_gemma":0.0000728408,"teacher_disagreement_score":0.03460928,"about_ca_system_score_codex":0.000037801416,"about_ca_system_score_gemma":0.00012788277,"threshold_uncertainty_score":0.62881684},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"agree"},{"id":"W4414569663","doi":"10.18786/2072-0505-2025-53-012","title":"Effects of сomprehensive cardio-oncological rehabilitation programs on the psychological status of breast cancer survivors: a pilot randomized study","year":2025,"lang":"en","type":"article","venue":"Almanac of Clinical Medicine","topic":"Cancer survivorship and care","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Psychosocial; Anxiety; Rehabilitation; Quality of life (healthcare); Randomized controlled trial; Breast cancer; Depression (economics); Mood; Regimen","score_opus":0.055115401769117785,"score_gpt":0.4361338028475655,"score_spread":0.3810184010784477,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414569663","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9816822,0.0021557203,0.00004883117,0.0073719253,0.001402298,0.0048515857,0.000013303642,0.000033300003,0.0024408763],"genre_scores_gemma":[0.99650085,0.0015777968,0.000050577226,0.0009917779,0.00028527604,0.00048919744,0.000008338606,0.000014312686,0.00008188134],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9937731,0.0024120104,0.00213679,0.00052119355,0.00083349616,0.0003234267],"domain_scores_gemma":[0.9726064,0.024987975,0.0007109119,0.0006556687,0.00085628737,0.00018271142],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.003934478,0.0002645528,0.0031023924,0.00015408953,0.000034545417,0.0000014106379,0.00023318999,0.00019328741,0.00014227186],"category_scores_gemma":[0.0120218145,0.00013072541,0.00060536555,0.0007267843,0.0021557119,0.00002344194,0.000081219885,0.00053640315,0.0000013867079],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.354544,0.0117522795,0.47797978,0.0019945884,0.002651379,0.00003850416,0.002919057,0.0000069066596,0.00060970354,0.0029401812,0.0024207819,0.14214282],"study_design_scores_gemma":[0.13830467,0.028271269,0.8234142,0.002264985,0.0019381238,0.0000025575,0.004168249,0.000026263628,0.00012590404,0.0008229198,0.0005414394,0.00011944182],"about_ca_topic_score_codex":0.005922788,"about_ca_topic_score_gemma":0.0008172126,"teacher_disagreement_score":0.3454344,"about_ca_system_score_codex":0.000054067492,"about_ca_system_score_gemma":0.00016529452,"threshold_uncertainty_score":0.99630034},"labels":[],"label_agreement":null},{"id":"W4416724755","doi":"10.18786/2072-0505-2025-53-016","title":"The impact of telemonitoring on the psychological well-being of patients with inflammatory bowel disease: a prospective randomized controlled study","year":2025,"lang":"","type":"article","venue":"Almanac of Clinical Medicine","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Alexithymia; Anxiety; Randomized controlled trial; Depression (economics); Inflammatory bowel disease; Gold standard (test); Quality of life (healthcare); Prospective cohort study","score_opus":0.009192291949064738,"score_gpt":0.35549487522402845,"score_spread":0.3463025832749637,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416724755","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.985966,0.0014024397,0.000022445305,0.00042684536,0.00071373413,0.007970605,0.00001513689,0.0000071872137,0.0034755901],"genre_scores_gemma":[0.9979463,0.0010547024,0.0000059822482,0.00010311524,0.0003952562,0.00030692003,0.000010207002,0.000028997356,0.00014851894],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9910531,0.0030460786,0.0038971012,0.00070748315,0.00087497,0.00042125228],"domain_scores_gemma":[0.9883233,0.006172754,0.002575947,0.0015316614,0.001129054,0.00026729002],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.006987115,0.00053797674,0.0027216822,0.00011265089,0.0001996215,0.000007366004,0.00081923197,0.0002550158,0.00006479682],"category_scores_gemma":[0.019390019,0.00021976267,0.0013574951,0.00024853818,0.0035980556,0.000008403358,0.00024178483,0.0005664432,0.0000016050648],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.45818806,0.0020696968,0.5341675,0.00008811787,0.0038913407,0.00001679854,0.00011071712,0.000057887006,0.000028361896,0.0005040253,0.0002444855,0.0006330088],"study_design_scores_gemma":[0.28627893,0.003926445,0.70644534,0.00061979453,0.0014942292,8.6116906e-8,0.00035741003,0.0001444436,0.00006150889,0.0005096286,0.000018056839,0.0001441574],"about_ca_topic_score_codex":0.000017406379,"about_ca_topic_score_gemma":0.000007451973,"teacher_disagreement_score":0.1722778,"about_ca_system_score_codex":0.00003548011,"about_ca_system_score_gemma":0.00046269575,"threshold_uncertainty_score":0.99911356},"labels":[],"label_agreement":null}]}