{"id":"W4404731797","doi":"10.1016/j.rhum.2024.10.044","title":"Les schémas thérapeutiques en vie réelle reflètent-ils les recommandations pour le rhumatisme psoriasique ? Résultats de l’étude PRO-SPIRIT","year":2024,"lang":"fr","type":"article","venue":"Revue du Rhumatisme","topic":"Health, Medicine and Society","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Gynecology","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":["research_integrity","insufficient_payload"],"category_scores_codex":[0.007390167,0.0008164765,0.001323888,0.0003725143,0.002777032,0.0002345345,0.0007588266,0.002786783,0.003458608],"category_scores_gemma":[0.002255491,0.0008276194,0.0005145246,0.0008284614,0.0003729827,0.000889729,0.0003217147,0.006090395,0.001748312],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001698773,"about_ca_system_score_gemma":0.006133713,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009862663,"about_ca_topic_score_gemma":0.005707262,"domain_scores_codex":[0.9879966,0.005803937,0.002388985,0.001128164,0.0005592168,0.002123066],"domain_scores_gemma":[0.992114,0.004857694,0.0005728574,0.0009977005,0.0005289695,0.0009287912],"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":[0.00002800863,0.0005268437,0.001417864,0.01606072,0.0003981964,0.0001950553,0.2257963,0.00004755493,0.0003944872,0.2280231,0.1658802,0.3612318],"study_design_scores_gemma":[0.001796419,0.0004146062,0.01354664,0.02376074,0.0004352451,0.0002235925,0.03412339,0.01155031,0.0001391956,0.01740955,0.8955657,0.001034554],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1723617,0.07959049,0.04484695,0.6450226,0.007300199,0.005699001,0.0008220423,0.001753862,0.04260325],"genre_scores_gemma":[0.8165844,0.08498663,0.04361067,0.005977321,0.008181203,0.001236079,0.000565069,0.0004568467,0.03840176],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7296856,"threshold_uncertainty_score":0.9995006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0794548940900821,"score_gpt":0.4020624273397553,"score_spread":0.3226075332496732,"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."}}