{"id":"W4239519229","doi":"10.4414/bms.2008.13890","title":"«Les mauvais médecins ne veulent pas de certificats»","year":2008,"lang":"fr","type":"article","venue":"Bulletin des Médecins Suisses","topic":"Health, Medicine and Society","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"123 Certification (Canada)","funders":"","keywords":"Political science","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","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.003304211,0.0008759146,0.001329124,0.0002439603,0.004320212,0.00005047189,0.0008535412,0.002516515,0.030253],"category_scores_gemma":[0.004716219,0.000842976,0.0005484562,0.0008129889,0.001831478,0.0001323393,0.0003210099,0.004354416,0.007178107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001495897,"about_ca_system_score_gemma":0.003271584,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0166353,"about_ca_topic_score_gemma":0.001560836,"domain_scores_codex":[0.9891756,0.003393107,0.002035297,0.00117951,0.0009937281,0.003222773],"domain_scores_gemma":[0.9905249,0.004825117,0.0005692382,0.001475829,0.0007233021,0.001881538],"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":[0.0001621065,0.001630951,0.1421719,0.002250828,0.0001604299,0.0006722307,0.04246068,0.00002628622,0.0001419359,0.004291913,0.7492647,0.05676607],"study_design_scores_gemma":[0.001885561,0.0003939799,0.2357073,0.001508787,0.0001386214,0.0002360336,0.009922258,0.00004511555,0.0001584238,0.0003038631,0.7491137,0.0005863787],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7798162,0.03983311,0.001258322,0.1227263,0.003557191,0.001688762,0.0001862997,0.0005252463,0.05040856],"genre_scores_gemma":[0.7171279,0.06097669,0.0135737,0.0258673,0.004830502,0.0002623524,0.00008906592,0.0002906473,0.1769818],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1265732,"threshold_uncertainty_score":0.9994021,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1569850240643518,"score_gpt":0.3876500710883721,"score_spread":0.2306650470240203,"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."}}