{"id":"W4414490171","doi":"10.64490/xtid2978","title":"Programme de contrôle interne de qualité en biochimie – 2024","year":2025,"lang":"fr","type":"report","venue":"","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Occupational training; Public information; Information scientist; Public sector","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02084747,0.0008313004,0.0007929655,0.001753781,0.002814973,0.003130172,0.002462194,0.001828909,0.0259496],"category_scores_gemma":[0.02503888,0.0005018167,0.001111498,0.001506986,0.00131503,0.001142886,0.002918373,0.003101963,0.005436921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03604227,"about_ca_system_score_gemma":0.1736103,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7606053,"about_ca_topic_score_gemma":0.7532473,"domain_scores_codex":[0.9868914,0.004131745,0.0004442241,0.0009704254,0.005516204,0.00204588],"domain_scores_gemma":[0.9605266,0.003507582,0.001725397,0.001435377,0.02627719,0.006527899],"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":[0.001398866,0.0006868633,0.08011206,0.003446928,0.0005109188,0.0002683529,0.003527601,0.0032385,0.006469419,0.02363786,0.541431,0.3352716],"study_design_scores_gemma":[0.0002708533,0.0006782057,0.1572485,0.001611682,0.0001892963,0.0000971816,0.001091818,0.001950776,0.002657254,0.001465698,0.8326285,0.0001101701],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.09462421,0.02535894,0.06024245,0.2167958,0.009975255,0.01146313,0.07934543,0.005928882,0.4962659],"genre_scores_gemma":[0.4239731,0.01242149,0.06896605,0.04412458,0.001790344,0.00989691,0.04173977,0.000861788,0.396226],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7606053,"threshold_uncertainty_score":0.481609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.553307796351,"score_gpt":0.6351236572626006,"score_spread":0.08181586091160054,"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."}}