{"id":"W3192404563","doi":"10.3899/jrheum.210062","title":"Characteristics and Clinical Outcomes of 295 Patients With Relapsing Polychondritis","year":2021,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Otitis Media and Relapsing Polychondritis","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Tracheotomy; Airway; Airway obstruction; Relapsing polychondritis; Larynx; Incidence (geometry); Surgery; Respiratory failure; Respiratory tract; Risk factor; Respiratory system; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0002902471,0.0001039227,0.0007686902,0.00007349977,0.00005169661,0.000006619689,0.00007793934,0.0001221876,0.00005344209],"category_scores_gemma":[0.0007601078,0.00005854892,0.0001078697,0.00009602273,0.0003910016,0.00005080663,0.00003719502,0.0004443348,0.000002671657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000122892,"about_ca_system_score_gemma":0.000168636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002042075,"about_ca_topic_score_gemma":0.00002086894,"domain_scores_codex":[0.9985207,0.0001973109,0.0008011304,0.00008559557,0.000236023,0.0001592405],"domain_scores_gemma":[0.9981102,0.0006118179,0.0006111669,0.0001892408,0.000348338,0.0001292334],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002947963,0.0002229478,0.9934239,0.0000461315,0.0002940269,0.00008927967,0.0002462184,4.419838e-8,0.00004712654,0.00007326648,0.001460906,0.003801393],"study_design_scores_gemma":[0.003773313,0.0007981094,0.9807423,0.0007113735,0.0004173823,0.01203317,0.0001684184,0.000003058592,0.00005476813,0.00005655027,0.001174287,0.00006722631],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912579,0.001016733,0.0001249444,0.002002288,0.005433724,0.0000609938,0.000006732033,0.00000490488,0.00009179043],"genre_scores_gemma":[0.9906205,0.006660003,0.001636757,0.0002323778,0.00001783058,1.998165e-7,0.000004557309,0.00001777293,0.0008100305],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01268152,"threshold_uncertainty_score":0.2387556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01087244832623245,"score_gpt":0.27673434444557,"score_spread":0.2658618961193375,"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."}}