{"id":"W4412432519","doi":"10.1016/j.rhum.2025.07.003","title":"La crise des opioïdes, de quoi s'agit-il?","year":2025,"lang":"fr","type":"article","venue":"Revue du Rhumatisme","topic":"Healthcare Systems and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.005773041,0.0003652555,0.0007350915,0.0002321164,0.001387984,0.0001278153,0.0004118712,0.001178201,0.00322229],"category_scores_gemma":[0.003949384,0.0003862376,0.0001747677,0.0005683585,0.000266726,0.0005685808,0.0002202455,0.00200042,0.001941794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008788872,"about_ca_system_score_gemma":0.002053966,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01312345,"about_ca_topic_score_gemma":0.003843605,"domain_scores_codex":[0.9879626,0.008846401,0.001275043,0.0005017701,0.0002104256,0.001203736],"domain_scores_gemma":[0.9917262,0.006193497,0.0005409123,0.00073715,0.0003231851,0.0004791166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004900447,0.0002208549,0.03867614,0.02883903,0.0001572723,0.0001857841,0.04779124,0.00001138738,0.00004048758,0.3394045,0.1803056,0.3643187],"study_design_scores_gemma":[0.0006109106,0.00007861749,0.04233025,0.013444,0.0001161457,0.0001018597,0.00654835,0.0005326165,0.000008488884,0.01207777,0.9238519,0.0002990977],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.201561,0.1473606,0.007380535,0.2708818,0.01320281,0.002942467,0.000545096,0.000450582,0.355675],"genre_scores_gemma":[0.8107125,0.02041756,0.007636516,0.003219963,0.002012418,0.0002818052,0.00003471311,0.00009419668,0.1555903],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7435463,"threshold_uncertainty_score":0.9999121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09337714270576128,"score_gpt":0.4600220879941242,"score_spread":0.3666449452883629,"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."}}