{"id":"W4404731789","doi":"10.1016/j.rhum.2024.10.065","title":"Efficacité des biothérapies chez les patients atteints de SPA en fonction du niveau d’instruction des patients : données du registre marocain RBSMR","year":2024,"lang":"fr","type":"article","venue":"Revue du Rhumatisme","topic":"Chronic Lymphocytic Leukemia Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Privy Council Office","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001010472,0.0007081654,0.0007897952,0.000546176,0.0006925974,0.0003463865,0.0004354442,0.0006930393,0.001083436],"category_scores_gemma":[0.002088306,0.0007142343,0.0003788871,0.0008810025,0.00149482,0.0007908083,0.0002699144,0.0007527247,0.0008006024],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03299344,"about_ca_system_score_gemma":0.001910052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004472184,"about_ca_topic_score_gemma":0.0006127619,"domain_scores_codex":[0.995039,0.000694068,0.001027409,0.001033685,0.0008781152,0.001327755],"domain_scores_gemma":[0.9971218,0.0008417335,0.0002814131,0.0006927706,0.0005400951,0.0005222153],"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":[0.0004036626,0.000882268,0.1497585,0.01348959,0.0006547547,0.000513272,0.02549562,0.0001799001,0.0003155564,0.002657478,0.00558433,0.800065],"study_design_scores_gemma":[0.04133901,0.003174719,0.6855486,0.04634606,0.001610473,0.002365124,0.005183756,0.101779,0.003280087,0.004458264,0.1026558,0.002259186],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9760925,0.01298582,0.00287035,0.001926014,0.003150661,0.001238974,0.0001845581,0.0003387653,0.001212384],"genre_scores_gemma":[0.9739075,0.01570087,0.001987545,0.00005622492,0.00317919,0.0001106908,0.0004059293,0.0002028921,0.004449212],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7978058,"threshold_uncertainty_score":0.9999774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01519349592862183,"score_gpt":0.2428553549036034,"score_spread":0.2276618589749815,"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."}}