{"id":"W2025000804","doi":"10.4000/sdt.21849","title":"Produire l’objectivité médicale : un système expérimental réplicatif de standardisation","year":2007,"lang":"fr","type":"article","venue":"Sociologie du Travail","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Humanities; Political science; Philosophy","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":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01160209,0.0004005967,0.0006154104,0.00009930812,0.0003232354,0.00004789399,0.0002553489,0.0007523271,0.001434594],"category_scores_gemma":[0.009989933,0.0004033821,0.0003012675,0.0003144798,0.0009805944,0.0003453959,0.0001271044,0.001055157,0.000597132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003073364,"about_ca_system_score_gemma":0.001059095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005439662,"about_ca_topic_score_gemma":0.00007005808,"domain_scores_codex":[0.994846,0.0008205823,0.001686471,0.0008059006,0.0006441423,0.001196894],"domain_scores_gemma":[0.9943188,0.003672515,0.0006196423,0.0006132483,0.0003267778,0.0004490049],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0009731466,0.00153969,0.1773608,0.000334258,0.0005539916,0.0002186575,0.00366608,0.00002338428,0.01287781,0.002880198,0.05115258,0.7484194],"study_design_scores_gemma":[0.008636968,0.002612217,0.8412838,0.0004894867,0.001496593,0.000404671,0.04460816,0.0006994429,0.02228711,0.006385976,0.07009412,0.001001473],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8260638,0.05310097,0.07887221,0.02915414,0.003965604,0.002470008,0.0002747094,0.0004547353,0.005643838],"genre_scores_gemma":[0.9820803,0.003576503,0.004576692,0.002908399,0.003858356,0.00007339856,0.0003046639,0.00007591356,0.0025458],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7474179,"threshold_uncertainty_score":0.9998418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1292981165082337,"score_gpt":0.4407643262478992,"score_spread":0.3114662097396655,"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."}}