{"id":"W4401524588","doi":"10.1503/cmaj.240008-f","title":"Un cœur vide","year":2024,"lang":"fr","type":"article","venue":"Canadian Medical Association Journal","topic":"Healthcare Systems and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Advancing Health Outcomes","funders":"","keywords":"Computer science; World Wide Web; Data science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.002873613,0.001102977,0.0009389078,0.001622219,0.007352412,0.008858103,0.001965991,0.005316273,0.2121264],"category_scores_gemma":[0.01993228,0.0006224954,0.0009553445,0.000861854,0.003990816,0.006690962,0.005883425,0.01007437,0.085081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004192792,"about_ca_system_score_gemma":0.007686956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01934351,"about_ca_topic_score_gemma":0.02035842,"domain_scores_codex":[0.9957185,0.0008848694,0.0001595992,0.000679085,0.001910445,0.0006473757],"domain_scores_gemma":[0.994522,0.001028958,0.0002975619,0.0005322192,0.002101645,0.001517623],"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":[0.00006510588,0.00002004193,0.0003351753,0.0001162444,0.0000107329,0.0004721389,0.0007338308,0.00002535485,0.0002003307,0.03114302,0.9050893,0.06178878],"study_design_scores_gemma":[0.000004400059,0.0000105311,0.0001306977,0.0001823289,0.000002932553,0.0004500668,0.0003921687,0.00001904212,0.00006184829,0.002748346,0.9959877,0.000009793214],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003589555,0.03435317,0.007573174,0.2885265,0.1219099,0.0002049888,0.001643682,0.001377285,0.5408218],"genre_scores_gemma":[0.03263275,0.0206933,0.005837063,0.1232337,0.02925311,0.0001946256,0.001276587,0.001828644,0.7850502],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2121264,"threshold_uncertainty_score":0.7096334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04712895841402284,"score_gpt":0.4286141330916987,"score_spread":0.3814851746776758,"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."}}