{"id":"W1664449678","doi":"10.3917/spub.139.0317","title":"L'accompagnement pour améliorer les pratiques professionnelles en santé publique","year":2014,"lang":"fr","type":"article","venue":"Santé Publique","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.02014242,0.0009639401,0.001189177,0.001031249,0.002398579,0.0003962396,0.001707738,0.001624448,0.0243119],"category_scores_gemma":[0.01834686,0.0008776528,0.0002740165,0.001664413,0.0006044818,0.002490047,0.001101341,0.003431257,0.002093417],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001434469,"about_ca_system_score_gemma":0.01091061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004590507,"about_ca_topic_score_gemma":0.008879634,"domain_scores_codex":[0.9679525,0.0222016,0.003354505,0.001531677,0.00151898,0.003440674],"domain_scores_gemma":[0.9810636,0.01206042,0.001789789,0.001612607,0.00175623,0.00171734],"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":[0.0000648742,0.0003834214,0.02642592,0.001832497,0.00006206097,0.00001161837,0.05252016,0.00001259033,0.0005743475,0.1476544,0.7177611,0.052697],"study_design_scores_gemma":[0.00203944,0.0004047088,0.1553225,0.001663862,0.0000526075,0.00001657775,0.0298828,0.001510308,0.0008156045,0.01449811,0.792825,0.0009684914],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3610007,0.001346886,0.03688647,0.5478803,0.008641406,0.005685129,0.0003999059,0.0007476344,0.03741157],"genre_scores_gemma":[0.8476615,0.001524677,0.01919477,0.09843739,0.006334954,0.001635361,0.0001106666,0.0002083137,0.02489239],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4866608,"threshold_uncertainty_score":0.9996716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1430202448327696,"score_gpt":0.5421336470936302,"score_spread":0.3991134022608606,"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."}}