{"id":"W4395006621","doi":"10.1503/cmaj.231460-f","title":"Tuberculide papulonécrotique","year":2024,"lang":"fr","type":"article","venue":"Canadian Medical Association Journal","topic":"Diagnosis and treatment of tuberculosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002773889,0.0003019947,0.000465181,0.0004045338,0.0003145734,0.0006691641,0.0002122059,0.001143983,0.07441622],"category_scores_gemma":[0.002648431,0.0002742492,0.0004912957,0.0005425326,0.00008352264,0.0003661488,0.00002114505,0.002395097,0.01066575],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.006688007,"about_ca_system_score_gemma":0.01111637,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01246525,"about_ca_topic_score_gemma":0.0407165,"domain_scores_codex":[0.9952622,0.00032382,0.0007330925,0.0003416742,0.00208092,0.001258311],"domain_scores_gemma":[0.993275,0.0006595094,0.000104324,0.0001620083,0.0003630462,0.005436122],"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":[0.000002933104,0.0001109181,0.03754786,0.0001209428,0.001151835,0.01702064,0.0002466269,0.000003231367,0.000002009741,0.004433144,0.6627719,0.2765879],"study_design_scores_gemma":[0.0007201227,0.0001719089,0.01857199,0.003415016,0.0006137143,0.004399059,0.0002518455,0.0008662223,0.00002441327,0.0005142044,0.970208,0.0002435042],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02446754,0.1416308,0.00005294878,0.7427719,0.02931168,0.0002877728,0.0001776758,0.00007481063,0.06122489],"genre_scores_gemma":[0.6641039,0.06220636,0.0004041473,0.08546682,0.06012449,0.00006542978,0.0001134483,0.000211813,0.1273036],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.6573051,"threshold_uncertainty_score":0.999971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007299449511642906,"score_gpt":0.2618649764881676,"score_spread":0.2545655269765247,"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."}}