{"id":"W2175025707","doi":"10.1016/j.lpm.2007.04.031","title":"Nodule rhumatoïde pulmonaire","year":2007,"lang":"fr","type":"article","venue":"La Presse Médicale","topic":"Inflammatory Myopathies and Dermatomyositis","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Association of Thoracic Surgeons","funders":"","keywords":"Medicine; Vasculitis; Lymphoma; Malignancy; Dermatology; Pathology; Disease","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":[0.001189991,0.0003687952,0.0005474911,0.0001257025,0.0002571607,0.00009169021,0.0002651002,0.0006296566,0.004081122],"category_scores_gemma":[0.00020141,0.0003719974,0.0002480616,0.0002631144,0.0006358741,0.0002485235,0.0001925107,0.0007754347,0.002436199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001251304,"about_ca_system_score_gemma":0.0001704311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001388999,"about_ca_topic_score_gemma":0.00002436257,"domain_scores_codex":[0.9968273,0.0001657133,0.0007162868,0.0004769205,0.0006250259,0.001188778],"domain_scores_gemma":[0.9978462,0.0003760868,0.0001541153,0.0007146978,0.000133039,0.0007758706],"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":[0.0007820366,0.001932479,0.05283061,0.004600456,0.0004393403,0.04075421,0.004360348,0.00003372283,0.004676247,0.1372674,0.3773789,0.3749442],"study_design_scores_gemma":[0.0015227,0.0001039789,0.04333056,0.001336987,0.0001867112,0.001706669,0.0003669995,0.0004252777,0.006812553,0.0008474261,0.942944,0.0004160962],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2020926,0.1431573,0.005144808,0.009283967,0.006818125,0.0009287144,0.0000971471,0.0005049811,0.6319723],"genre_scores_gemma":[0.8895116,0.002260181,0.00157289,0.002985523,0.004143245,0.0000285343,0.00004858369,0.0001411577,0.09930822],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.687419,"threshold_uncertainty_score":0.9998732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008425875419279617,"score_gpt":0.2652199884214876,"score_spread":0.2567941130022079,"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."}}