{"meta":{"query_hash":"691fdca2e9f4","filters":{"venue":"IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI ...)"},"cohort_total":4,"direct_labels_cover":0,"predictions_cover":4,"exported":4,"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/691fdca2e9f4","api":"https://metacan.xera.ac/api/v1/cohort?venue=IEEE-EMBS+International+Conference+on+Biomedical+and+Health+Informatics+%28BHI+...%29"},"results":[{"id":"W1969446931","doi":"10.1109/bhi.2014.6864404","title":"Non-invasive calculation of non-linear ESPVR: Theoretical study and clinical applications","year":2014,"lang":"en","type":"article","venue":"IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI ...)","topic":"Cardiovascular Function and Risk Factors","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":"Royal Military College of Canada","funders":"","keywords":"Formalism (music); Ejection fraction; Mathematics; Heart failure with preserved ejection fraction; Consistency (knowledge bases); Applied mathematics; Cardiology; Algorithm; Heart failure; Medicine; Discrete mathematics","score_opus":0.05274906197326203,"score_gpt":0.39687459179678947,"score_spread":0.34412552982352745,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1969446931","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":[0.7386453,0.000026837386,0.239407,0.008401497,0.0012743415,0.002171851,0.00006799699,0.0000719838,0.009933176],"genre_scores_gemma":[0.99562824,0.0007009397,0.0015276758,0.0015733772,0.00033712407,0.000036113895,0.00010613153,0.000009943999,0.000080434445],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9976618,0.000060198963,0.0011633744,0.00020896905,0.00071066286,0.000194946],"domain_scores_gemma":[0.9984639,0.00018050204,0.0003105655,0.00025255178,0.00032090352,0.0004715714],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013771998,0.0001699553,0.0005148038,0.0002326194,0.00011368136,0.00002684807,0.000116324474,0.00016649457,0.00009867892],"category_scores_gemma":[0.0001615017,0.00012413744,0.00012770055,0.0001435561,0.00056299823,0.000076317825,0.0000619453,0.00037409374,0.00003446376],"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":[0.0011632722,0.004396211,0.29944006,0.0016224236,0.0016159744,0.000010019078,0.0072109285,0.000026688185,0.00009181961,0.16966425,0.0053143357,0.509444],"study_design_scores_gemma":[0.013296731,0.0082013775,0.47438467,0.0008619863,0.00032726646,0.00014398416,0.0046302504,0.45175892,0.00013816965,0.0020694693,0.04360162,0.0005855738],"about_ca_topic_score_codex":0.00005315283,"about_ca_topic_score_gemma":0.000010434349,"teacher_disagreement_score":0.50885844,"about_ca_system_score_codex":0.000049552244,"about_ca_system_score_gemma":0.00028642436,"threshold_uncertainty_score":0.5062178},"labels":[],"label_agreement":null},{"id":"W2066161270","doi":"10.1109/bhi.2014.6864460","title":"Time Frequency noise canceller for an optimized separation of the ECG from low back sEMG signals","year":2014,"lang":"en","type":"article","venue":"IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI ...)","topic":"Advanced Adaptive Filtering Techniques","field":"Engineering","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":"Université du Québec à Montréal; Université du Québec à Trois-Rivières","funders":"U.S. Bureau of Land Management","keywords":"Computer science; Noise (video); Active noise control; Adaptive filter; Speech recognition; Noise measurement; Electronic engineering; Artificial intelligence; Noise reduction; Algorithm; Engineering","score_opus":0.05317187580645688,"score_gpt":0.3378077480093347,"score_spread":0.28463587220287784,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2066161270","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02511225,0.00002079529,0.9662245,0.0013007844,0.00076391024,0.0006418969,0.0005941099,0.00015262498,0.005189138],"genre_scores_gemma":[0.8645734,0.00026718105,0.13290274,0.0013432797,0.00025678508,0.00009883406,0.00032110212,0.000028775217,0.00020786794],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985984,0.000030084146,0.00070875173,0.000118981356,0.00033474274,0.00020902658],"domain_scores_gemma":[0.9991225,0.0001010597,0.00024588767,0.00020538918,0.00016447422,0.00016070832],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003384077,0.00017245134,0.00027648627,0.00009329395,0.00007200579,0.00003510405,0.0003444699,0.000112486174,0.00020530877],"category_scores_gemma":[0.0000444393,0.00013023001,0.000048469887,0.00007239964,0.00015406078,0.00024621162,0.000035669193,0.00017912815,0.000023758883],"study_design_candidate":"simulation_or_modeling","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":[0.0013617077,0.0015131901,0.0005638069,0.0060859574,0.0011052459,0.0000022733884,0.02267448,0.09938325,0.13635029,0.17282481,0.11862968,0.4395053],"study_design_scores_gemma":[0.00067128503,0.00029578022,0.00011551463,0.00039829095,0.000004390489,0.0000012188012,0.00005055773,0.97922593,0.004329465,0.009187079,0.00555779,0.00016270374],"about_ca_topic_score_codex":0.00006129152,"about_ca_topic_score_gemma":0.0000130723465,"teacher_disagreement_score":0.8798427,"about_ca_system_score_codex":0.000100699275,"about_ca_system_score_gemma":0.00009344882,"threshold_uncertainty_score":0.53106254},"labels":[],"label_agreement":null},{"id":"W2073343279","doi":"10.1109/bhi.2014.6864367","title":"Cardiac ultrasound multiview fusion using a multicamera tracking system","year":2014,"lang":"en","type":"article","venue":"IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI ...)","topic":"Advanced MRI Techniques and Applications","field":"Medicine","cited_by":8,"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 Alberta","funders":"Servier","keywords":"Computer vision; Artificial intelligence; Computer science; Imaging phantom; Tracking (education); Image registration; Field of view; Fuse (electrical); Image quality; Orientation (vector space); Tracking system; Image fusion; Image (mathematics); Mathematics; Engineering; Kalman filter","score_opus":0.10778942939214431,"score_gpt":0.41240045903162453,"score_spread":0.3046110296394802,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2073343279","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03544779,0.00011103664,0.9436464,0.0075063454,0.0008171788,0.0011499703,0.00014550237,0.0003161263,0.010859661],"genre_scores_gemma":[0.9165092,0.0009888007,0.07952506,0.002383811,0.00031719825,0.000053086187,0.0001343536,0.000017514634,0.000070937014],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9980169,0.000035537978,0.0008665296,0.00019893848,0.0005672393,0.00031485874],"domain_scores_gemma":[0.99862015,0.000118851975,0.000354098,0.00023275574,0.00024528615,0.00042887495],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006344618,0.0002049823,0.00043981176,0.00019232336,0.0002283259,0.00006065153,0.00015349152,0.00014021264,0.000051651332],"category_scores_gemma":[0.000090252244,0.00016272905,0.00008148023,0.00014918939,0.00018134159,0.00014551044,0.000045363056,0.00035619596,0.000033405206],"study_design_candidate":"simulation_or_modeling","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":[0.0001795012,0.0006436573,0.0012420242,0.002414298,0.000111998175,0.00000664502,0.002842814,0.00005436516,0.0051370254,0.3803938,0.0029974957,0.60397637],"study_design_scores_gemma":[0.0024995613,0.0010179643,0.0026339206,0.0048572384,0.000075967575,0.00026827966,0.002652753,0.79822934,0.0009924357,0.0015042663,0.1846844,0.00058386015],"about_ca_topic_score_codex":0.00008853653,"about_ca_topic_score_gemma":0.0000021940457,"teacher_disagreement_score":0.88106143,"about_ca_system_score_codex":0.00023010686,"about_ca_system_score_gemma":0.00017790092,"threshold_uncertainty_score":0.6635898},"labels":[],"label_agreement":null},{"id":"W2078758116","doi":"10.1109/bhi.2014.6864347","title":"Designing interactive health care systems: Bridging the gap between patients and health care professionals","year":2014,"lang":"en","type":"article","venue":"IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI ...)","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":8,"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":"Bridging (networking); Health care; Health professionals; Computer science; Nursing; Medicine; Political science; Computer security","score_opus":0.12581532139538038,"score_gpt":0.46756231166539564,"score_spread":0.34174699027001526,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2078758116","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15123253,0.008852587,0.12755714,0.6209774,0.031416744,0.027496727,0.0034707072,0.0011510495,0.02784511],"genre_scores_gemma":[0.9648341,0.0007170866,0.0009168451,0.03086847,0.001304969,0.00038568315,0.0007124644,0.000045743207,0.00021465108],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9917697,0.0016232824,0.0032440464,0.0004691641,0.001419853,0.0014740024],"domain_scores_gemma":[0.99393857,0.0010046267,0.0025497312,0.00038379215,0.0008929813,0.0012302871],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0049189175,0.00046738426,0.0010672847,0.00043361675,0.0024908937,0.000118212985,0.0005729378,0.00032632874,0.000049717863],"category_scores_gemma":[0.0002844998,0.0003274101,0.000069742295,0.00026181235,0.00023849227,0.00035435805,0.00025577558,0.0020497288,0.00009104257],"study_design_candidate":"qualitative","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":[0.00026738603,0.00029544922,0.039832767,0.023897637,0.00030538914,0.0000015790729,0.32366177,0.0000075748962,0.0000023585972,0.05766769,0.14852819,0.4055322],"study_design_scores_gemma":[0.010803011,0.008697987,0.035646945,0.033943534,0.00004444629,0.00003009059,0.35633373,0.02981275,0.000012995885,0.00079150294,0.5221764,0.0017065954],"about_ca_topic_score_codex":0.0025200602,"about_ca_topic_score_gemma":0.00037193808,"teacher_disagreement_score":0.81360155,"about_ca_system_score_codex":0.0022706948,"about_ca_system_score_gemma":0.0049368367,"threshold_uncertainty_score":0.9999178},"labels":[],"label_agreement":null}]}