{"id":"W4309791215","doi":"10.18192/aporia.v14i2.6522","title":"Pourquoi d’avantage de médecins ne résoudra pas les problèmes du système de santé","year":2022,"lang":"fr","type":"article","venue":"Aporia","topic":"Healthcare Systems and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.009696102,0.0004336689,0.0007729859,0.0001899184,0.003346137,0.00007899592,0.0005754843,0.0006316271,0.01204613],"category_scores_gemma":[0.002356706,0.0004512905,0.0002192033,0.0005387415,0.0001084478,0.0004088313,0.000519949,0.002922044,0.0006963636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002436199,"about_ca_system_score_gemma":0.005409278,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04266315,"about_ca_topic_score_gemma":0.003138969,"domain_scores_codex":[0.983359,0.01211833,0.001346588,0.0006583927,0.0006602746,0.001857365],"domain_scores_gemma":[0.9920391,0.00522512,0.001052886,0.0007547626,0.0002024877,0.0007256412],"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":[0.0003433925,0.0008136988,0.2474418,0.006574628,0.0003129031,0.001187525,0.05955867,0.0001266595,0.0007363184,0.1743425,0.4419203,0.06664164],"study_design_scores_gemma":[0.001018698,0.000365511,0.02716189,0.0006796563,0.0001295197,0.0003223251,0.02229785,0.000675689,0.00001288811,0.007324046,0.9395677,0.0004442132],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4624568,0.04107611,0.002690792,0.4005069,0.02594509,0.004754662,0.001314036,0.0006323228,0.06062325],"genre_scores_gemma":[0.9426379,0.001799861,0.002886536,0.004823318,0.006935169,0.0006132334,0.00006595385,0.0001419739,0.04009609],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4976473,"threshold_uncertainty_score":0.9997939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08275327110645649,"score_gpt":0.4285275789897635,"score_spread":0.345774307883307,"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."}}