{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003441902,0.0002412349,0.00034676,0.0008218309,0.0004833219,0.0004578291,0.0002249425,0.0002996084,0.0008643331],"category_scores_gemma":[0.001268494,0.0001861372,0.0002913345,0.0008216195,0.0003703891,0.0003172316,0.0003551585,0.0002359214,0.000135064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003776559,"about_ca_system_score_gemma":0.0003979594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004803653,"about_ca_topic_score_gemma":0.003864151,"domain_scores_codex":[0.9996313,0.00006204193,0.00005382252,0.00007957162,0.00008792317,0.00008532743],"domain_scores_gemma":[0.9989712,0.0001416207,0.0004950746,0.0000554244,0.00009960961,0.000237127],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003584959,0.00001023357,0.9989676,0.000004388445,0.00001081427,0.0002840511,0.00005542842,0.00002243553,0.0001515192,0.000004367128,0.00002482163,0.0004285929],"study_design_scores_gemma":[0.000005234985,0.00006457126,0.998584,0.000002854666,0.000008213777,0.0009849594,0.0001689844,0.00008288362,0.00002651642,0.000007405175,0.00006140373,0.00000290972],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996639,0.00008332263,0.00001833549,0.000009615841,0.000001526544,0.000004304125,0.00008627005,0.000001188047,0.0001314507],"genre_scores_gemma":[0.999739,0.00003069421,0.00001700301,0.000007958,0.000004090595,0.000003804159,0.000170866,3.639068e-7,0.00002632167],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004803653,"threshold_uncertainty_score":0.009551406,"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."}}