{"id":"W2767026640","doi":"10.1111/coa.13010","title":"A retrospective review of six hundred and nineteen cases to determine the prevalence and factors associated with revision endoscopic sinus surgery in <scp>AFRS</scp> vs <scp>NON</scp>‐<scp>AFRS</scp> patients","year":2017,"lang":"en","type":"review","venue":"Clinical Otolaryngology","topic":"Sinusitis and nasal conditions","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Endoscopic sinus surgery; Retrospective cohort study; Surgery","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":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002790216,0.001043424,0.007589154,0.0005599437,0.0003042392,0.00007097472,0.0006373976,0.001269366,0.00002245198],"category_scores_gemma":[0.1298433,0.0007179876,0.0008945037,0.0009210495,0.001135229,0.0002252668,0.0005913457,0.001903557,0.0000206578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002256202,"about_ca_system_score_gemma":0.0007295061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008905914,"about_ca_topic_score_gemma":0.0001720706,"domain_scores_codex":[0.9912792,0.002072339,0.003317098,0.001678162,0.0006754763,0.0009777568],"domain_scores_gemma":[0.9566591,0.03701704,0.003303963,0.001597453,0.000751472,0.0006709894],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001596207,0.0006523875,0.9257371,0.03758788,0.0006331474,0.0007874819,0.0001790863,2.926649e-8,0.000001284159,0.000009428396,0.009201069,0.02519517],"study_design_scores_gemma":[0.001417431,0.002914495,0.7653292,0.118407,0.002738727,0.00022852,0.00002428746,0.000002237726,0.00000272311,0.000007812927,0.1088189,0.0001087597],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.4992821,0.496355,0.000001483903,0.00002978203,0.0003256153,0.003232735,0.000553427,0.00003664079,0.0001831855],"genre_scores_gemma":[0.07086795,0.9261605,0.00004972998,0.0007356519,0.0002634984,0.0002702555,0.000778659,0.0001350975,0.0007386903],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.4298054,"threshold_uncertainty_score":0.9995271,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.10983846272626,"score_gpt":0.3844802181602061,"score_spread":0.274641755433946,"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."}}