{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.003488836,0.0003792863,0.0006087509,0.0001057271,0.001155025,0.00002023406,0.0003840906,0.002002438,0.01243967],"category_scores_gemma":[0.0008546127,0.0003551189,0.0002335552,0.000732242,0.001047864,0.0002432303,0.00009717183,0.003556861,0.01037503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000514905,"about_ca_system_score_gemma":0.00176139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001698641,"about_ca_topic_score_gemma":0.0003728665,"domain_scores_codex":[0.9938377,0.002643186,0.000899335,0.000697801,0.0005004113,0.001421552],"domain_scores_gemma":[0.9957132,0.001649927,0.0003165594,0.0009002115,0.0004879601,0.000932152],"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":[0.0001578545,0.0004466242,0.01240173,0.0007245373,0.0001307272,0.00002381603,0.07135373,2.182154e-7,0.00003610528,0.0169685,0.8480562,0.04969993],"study_design_scores_gemma":[0.003560849,0.0007906551,0.09310328,0.001390479,0.00009735604,0.000009946002,0.01916129,0.0000682875,0.000009760899,0.003272578,0.8782494,0.0002860888],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1594366,0.008238422,0.001075887,0.131579,0.0278102,0.001642937,0.0001186892,0.0002368434,0.6698614],"genre_scores_gemma":[0.7598587,0.004737515,0.002055698,0.05424326,0.01933137,0.0001130711,0.00004845663,0.0001578147,0.1594542],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.600422,"threshold_uncertainty_score":0.9998901,"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."}}