{"id":"W4206549092","doi":"10.3917/cerpsy.100.0082","title":"Vers la médecine prédictive ?","year":2018,"lang":"fr","type":"article","venue":"Cerveau & Psycho","topic":"Health, Medicine and Society","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Montreal Neurological Institute and Hospital","funders":"","keywords":"Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.01637375,0.0007746823,0.0008240109,0.003295046,0.003804711,0.01573423,0.001536035,0.006092365,0.0543246],"category_scores_gemma":[0.07322659,0.0005353188,0.0005593461,0.003523482,0.01935491,0.01423313,0.004594082,0.01364089,0.00643131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01348801,"about_ca_system_score_gemma":0.01714979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03640469,"about_ca_topic_score_gemma":0.0232057,"domain_scores_codex":[0.9881935,0.006225159,0.0004100651,0.001381576,0.002486663,0.001303102],"domain_scores_gemma":[0.9693438,0.01839175,0.003125059,0.001685768,0.003230078,0.004223502],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001456324,0.0002231873,0.01653563,0.0002749383,0.00005896996,0.0005927373,0.004471912,0.0003911923,0.0001208024,0.7479435,0.1366064,0.09263511],"study_design_scores_gemma":[0.00007323764,0.00006936248,0.01306822,0.002076236,0.00003752539,0.001251825,0.008343439,0.000894012,0.00031917,0.2624774,0.7113033,0.00008626449],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.009813415,0.01837301,0.001771188,0.7658536,0.01062604,0.00002339462,0.0003671517,0.00007196223,0.1931002],"genre_scores_gemma":[0.7195264,0.03441215,0.002359502,0.1200924,0.03258385,0.0001072188,0.0006467997,0.000225831,0.09004584],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0543246,"threshold_uncertainty_score":0.1817339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0556516977428951,"score_gpt":0.4458471272053297,"score_spread":0.3901954294624346,"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."}}