{"id":"W2584301889","doi":"10.1111/vsu.12608","title":"Outcomes and prognostic factors of surgical treatments for brachycephalic obstructive airway syndrome in 3 breeds","year":2017,"lang":"en","type":"article","venue":"Veterinary Surgery","topic":"Veterinary Oncology Research","field":"Medicine","cited_by":101,"is_retracted":false,"has_abstract":true,"ca_institutions":"Norfolk General Hospital","funders":"Kennel Club Charitable Trust; Electro Medical Systems","keywords":"Medicine; Confidence interval; Odds ratio; Logistic regression; Receiver operating characteristic; Airway; Multivariate analysis; Surgery; Prospective cohort study; Airway obstruction; 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":[0.0003613005,0.0002362198,0.000933676,0.0003530701,0.0001501937,0.00002253633,0.0001401555,0.0001680365,0.00005260718],"category_scores_gemma":[0.0004676686,0.0001902634,0.0002038782,0.00008306946,0.0004334839,0.0002476424,0.0001785588,0.0001530701,0.000004092585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008449853,"about_ca_system_score_gemma":0.0001146663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001128273,"about_ca_topic_score_gemma":0.000004208923,"domain_scores_codex":[0.9984484,0.0001047342,0.0004112938,0.0003842479,0.0002183533,0.0004329309],"domain_scores_gemma":[0.9975033,0.001557524,0.0001900541,0.0005071925,0.00006664688,0.0001753203],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001226825,0.0003997028,0.9862309,0.0002588816,0.0002208809,0.005333088,0.0001245929,1.435923e-7,0.001729735,0.00000967694,0.00002459142,0.004440974],"study_design_scores_gemma":[0.002069291,0.003713991,0.9860189,0.00016278,0.0000688952,0.007264116,0.00007272895,0.00002134856,0.00008990987,0.00004025798,0.0003276353,0.0001501566],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979376,0.00015837,0.000002937806,0.0004608679,0.0002575906,0.0008699253,0.00006381361,0.0000266653,0.000222188],"genre_scores_gemma":[0.9987788,0.00008115278,0.0002847264,0.00001009992,0.00002310916,0.0001467988,0.00003916655,0.00003324752,0.0006028926],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004290818,"threshold_uncertainty_score":0.7758716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1072057004729516,"score_gpt":0.3828777897392969,"score_spread":0.2756720892663453,"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."}}