{"id":"W4286634763","doi":"10.36834/cmej.75249","title":"Takotsubo Cardiomyopathy","year":2022,"lang":"en","type":"article","venue":"Canadian Medical Education Journal","topic":"Takotsubo Cardiomyopathy and Associated Phenomena","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Cardiomyopathy; Computer science; Cardiology; Medicine; Heart failure","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001861084,0.0002178743,0.0002589093,0.001379324,0.002284983,0.000637605,0.0002786025,0.0007039175,0.0102233],"category_scores_gemma":[0.0007655665,0.00008688315,0.0002864545,0.001265793,0.0003775996,0.0002479049,0.0002856707,0.001334465,0.0009968888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002010125,"about_ca_system_score_gemma":0.005727938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1227486,"about_ca_topic_score_gemma":0.2730618,"domain_scores_codex":[0.9997795,0.00001488913,0.00001792123,0.0000155229,0.0000910735,0.0000811307],"domain_scores_gemma":[0.9996446,0.00002687568,0.00003873221,0.000008392291,0.0001153101,0.000165995],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005814852,0.00067715,0.2418672,0.001039463,0.0001999606,0.2389201,0.001959412,0.0002640099,0.008157916,0.0266488,0.2548582,0.2248262],"study_design_scores_gemma":[0.0002299591,0.0002069576,0.4789943,0.001316855,0.000244913,0.1728185,0.002975235,0.0006999061,0.0007342488,0.007167702,0.3344893,0.0001221084],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2883313,0.06189934,0.00119479,0.04628682,0.008403731,0.000298524,0.001299551,0.0001770893,0.592109],"genre_scores_gemma":[0.8913813,0.03277954,0.00138538,0.009065225,0.007155437,0.00006893934,0.0009142548,0.00002757975,0.0572225],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1227486,"threshold_uncertainty_score":0.2440683,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007844266637661473,"score_gpt":0.2518078305200549,"score_spread":0.2439635638823934,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}