{"id":"W4283261914","doi":"10.4414/bms.2022.20874","title":"Prise en charge du diabte: soulager les mdecins de famille","year":2022,"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":true,"ca_institutions":"Musée de la Civilisation","funders":"","keywords":"Physics; Psychology","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":["insufficient_payload"],"category_scores_codex":[0.007501742,0.0006553321,0.001034488,0.0002286055,0.006155239,0.00005991748,0.0009041594,0.001183257,0.09644781],"category_scores_gemma":[0.005338442,0.0006760823,0.0004653843,0.0007537989,0.0006089416,0.00009666709,0.0009471437,0.005413977,0.003232221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001873153,"about_ca_system_score_gemma":0.00265333,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007796322,"about_ca_topic_score_gemma":0.0003080258,"domain_scores_codex":[0.9865786,0.007424027,0.001462369,0.0009484186,0.00101129,0.002575255],"domain_scores_gemma":[0.9907497,0.006322845,0.0004839915,0.001006378,0.0003406386,0.001096478],"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":[0.0001133583,0.001276612,0.1200574,0.001604081,0.0001220587,0.0003402201,0.07476329,0.00005260923,0.00009086467,0.004981484,0.7648207,0.03177734],"study_design_scores_gemma":[0.002173942,0.0004660098,0.04396442,0.0004874808,0.0001355582,0.00006459501,0.06328534,0.0001073967,0.0000310654,0.0003287455,0.8883955,0.0005598842],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8343577,0.03407111,0.0005603767,0.08544716,0.004430054,0.001897206,0.0004491204,0.0003587206,0.0384285],"genre_scores_gemma":[0.6573288,0.02534566,0.004706235,0.02927505,0.005726726,0.0008922793,0.0001619677,0.0003378736,0.2762254],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2377969,"threshold_uncertainty_score":0.9995691,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03878908664069613,"score_gpt":0.3397743289366563,"score_spread":0.3009852422959602,"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."}}