{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005933999,0.0002696172,0.0002262511,0.0006848997,0.0003168179,0.0003565912,0.0002941537,0.000513308,0.0007555489],"category_scores_gemma":[0.001773728,0.0001443675,0.0004235021,0.0003478575,0.0004610553,0.0003334997,0.0003767892,0.0003826337,0.00009279212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002865687,"about_ca_system_score_gemma":0.0002376978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002105596,"about_ca_topic_score_gemma":0.002784376,"domain_scores_codex":[0.9996588,0.00009861831,0.00002685577,0.00007372047,0.00006818237,0.00007385332],"domain_scores_gemma":[0.998538,0.0002500308,0.0008060782,0.00005561666,0.00009120483,0.0002590148],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001048067,0.00002630745,0.9991744,0.00000112416,0.00001233782,0.00008932067,0.00002426327,0.00002870709,0.0001151009,0.000004255752,0.00001444191,0.000404919],"study_design_scores_gemma":[0.000004570492,0.0001438991,0.9991891,0.000001797981,0.00001004508,0.0003381693,0.00008823101,0.0001542576,0.00003554094,0.00001140933,0.00002068314,0.000002196224],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998504,0.00003463783,0.00002547082,0.000009688001,0.000001007424,0.000001603408,0.00003157834,8.534158e-7,0.00004466905],"genre_scores_gemma":[0.9997932,0.00001829596,0.0000328884,0.000004149706,0.00000326935,0.000002891538,0.0001224307,4.588023e-7,0.00002250621],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002105596,"threshold_uncertainty_score":0.00418669,"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."}}