{"id":"W4402460996","doi":"10.53738/revmed.2024.20.886.1632","title":"La santé durable : changer notre perspective","year":2024,"lang":"fr","type":"article","venue":"Revue Médicale Suisse","topic":"Healthcare Systems and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Perspective (graphical); Business; Computer science; Artificial intelligence","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":[0.005091296,0.0004046876,0.0006854462,0.000243318,0.0006925588,0.0001665996,0.0002770733,0.001445872,0.01997277],"category_scores_gemma":[0.002786036,0.0003836596,0.0002787626,0.0009258207,0.0002488136,0.0005749435,0.0001666378,0.003730891,0.01307407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009972635,"about_ca_system_score_gemma":0.001565099,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0067742,"about_ca_topic_score_gemma":0.001459113,"domain_scores_codex":[0.9896755,0.006897345,0.0008868522,0.0008778058,0.0003857486,0.001276705],"domain_scores_gemma":[0.9908726,0.007117592,0.0002210724,0.0006488327,0.000338113,0.0008017718],"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":[0.00008129422,0.000299302,0.0006561939,0.02149779,0.0002548015,0.003144378,0.09128701,0.000001781553,0.0001152555,0.18225,0.3994249,0.3009872],"study_design_scores_gemma":[0.0002621395,0.0001400918,0.0008416179,0.009589591,0.0001248149,0.0002827182,0.04073553,0.0005408437,0.00000846172,0.002674833,0.9444197,0.0003796903],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.00461493,0.4692576,0.0001833743,0.2359212,0.01086624,0.001129582,0.000281429,0.0003334072,0.2774123],"genre_scores_gemma":[0.1886277,0.01812699,0.0004547559,0.001448945,0.01022512,0.0002028831,0.00001979789,0.000156611,0.7807372],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5449947,"threshold_uncertainty_score":0.9998615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08658299087295795,"score_gpt":0.4964696564799191,"score_spread":0.4098866656069612,"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."}}