{"id":"W2990944872","doi":"10.1177/0194599819889622","title":"Association between Smoking and 30‐Day Outcomes in Otologic Surgery","year":2019,"lang":"en","type":"article","venue":"Otolaryngology","topic":"Ear Surgery and Otitis Media","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Royal Victoria Hospital","funders":"","keywords":"Medicine; Adverse effect; Wound dehiscence; Surgery; Odds ratio; Dehiscence; Retrospective cohort study; Population; Logistic regression; Cohort; 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":[0.0009031806,0.0001085136,0.0006001203,0.0001989619,0.00002134275,0.000007271098,0.0000353914,0.0002763725,0.0005349685],"category_scores_gemma":[0.0008347641,0.00009492666,0.00006943943,0.0001242754,0.00002714087,0.00007144048,0.00003562496,0.0002898506,0.0001811018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006797851,"about_ca_system_score_gemma":0.00004498508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004934158,"about_ca_topic_score_gemma":0.00003082029,"domain_scores_codex":[0.9988962,0.0001738718,0.0002654291,0.0002274919,0.0001353397,0.0003016503],"domain_scores_gemma":[0.9979282,0.001711056,0.0001114552,0.0001518392,0.000025989,0.00007143817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000007207105,0.00002669956,0.997919,0.00003795029,0.00007375651,0.00009161009,0.00007644064,1.244479e-7,0.0001532805,0.00006827965,0.0004963119,0.001049323],"study_design_scores_gemma":[0.0004433067,0.000046269,0.9963596,0.00004445365,0.00004331945,0.00001684139,0.00001701995,0.000007332447,0.0001459172,0.0001209321,0.002662764,0.00009227819],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994302,0.0001961867,0.00000434885,0.001363315,0.0005555231,0.0002272883,0.000003732499,0.00004295524,0.003304639],"genre_scores_gemma":[0.9967784,0.00006935335,0.00003027068,0.0008250695,0.00008356202,0.00001157099,0.00002856314,0.00001279933,0.002160363],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002476437,"threshold_uncertainty_score":0.585753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01644428518216541,"score_gpt":0.255954120241154,"score_spread":0.2395098350589886,"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."}}