{"id":"W3040154372","doi":"10.1007/s00405-020-06180-8","title":"Nasal reconstructive surgery for vasculitis affecting the nose: our two-centre international experience","year":2020,"lang":"en","type":"article","venue":"European Archives of Oto-Rhino-Laryngology","topic":"Nasal Surgery and Airway Studies","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Surgery; Granulomatosis with polyangiitis; Nose; Vasculitis; Reconstructive surgery; Disease; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0003452413,0.0002346013,0.0005477002,0.0001059618,0.0001903685,0.00001592069,0.0002903393,0.00002608256,0.00006653622],"category_scores_gemma":[0.001996175,0.0001766025,0.0004214557,0.0001372014,0.0002798168,0.00009978432,0.0002924941,0.0002845734,0.00003988223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001297402,"about_ca_system_score_gemma":0.00005359692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001763295,"about_ca_topic_score_gemma":0.000005366818,"domain_scores_codex":[0.9980194,0.0004644986,0.0004860906,0.0004713036,0.0001791786,0.0003795217],"domain_scores_gemma":[0.9973468,0.001924502,0.0002562915,0.0002424443,0.0000744338,0.0001554814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004860299,0.0005279583,0.6704851,0.0005638788,0.002608996,0.0009506394,0.06309325,0.00006458758,0.06447991,0.002610146,0.01907757,0.1706777],"study_design_scores_gemma":[0.007532202,0.001326333,0.7864372,0.0009715346,0.0004745389,0.0009534088,0.03274198,0.001622506,0.04245973,0.0005667458,0.1235839,0.00132997],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9687555,0.0003809912,0.001823873,0.009492935,0.001031546,0.0006298742,0.00008827617,0.0001007652,0.01769619],"genre_scores_gemma":[0.99507,0.0001432749,0.001924785,0.001491702,0.0009689022,0.00001955549,0.00005257558,0.00004228414,0.0002869109],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1693477,"threshold_uncertainty_score":0.7201639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03600208545032362,"score_gpt":0.2841816328207698,"score_spread":0.2481795473704462,"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."}}