{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001026376,0.0001496762,0.0002129793,0.0004703049,0.0002157253,0.0004392611,0.0002942336,0.000397685,0.001036426],"category_scores_gemma":[0.004034318,0.0001711803,0.0005219501,0.0006778942,0.0001933274,0.0003546092,0.0002987187,0.0005328155,0.0001116882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002438782,"about_ca_system_score_gemma":0.0003762851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003344515,"about_ca_topic_score_gemma":0.005916634,"domain_scores_codex":[0.9993799,0.0001448345,0.0000990508,0.0001081589,0.0001619848,0.0001060284],"domain_scores_gemma":[0.9962239,0.0006460201,0.00241669,0.0001368931,0.0002677961,0.0003085647],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003396057,0.00001348797,0.9993647,0.000006695593,0.00003353018,0.00001472785,0.000006944715,0.00001294444,0.00004271448,0.000004274542,0.00002049557,0.0004456232],"study_design_scores_gemma":[0.000001945572,0.00003286959,0.9996903,0.000005531846,0.00001501857,0.00007926842,0.00001915172,0.00008161895,0.00001982964,0.000007269055,0.00004582269,0.000001297154],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998578,0.0007475226,0.00006748587,0.00006143135,0.00000890894,0.000005892303,0.0002971036,0.000001938265,0.0002317374],"genre_scores_gemma":[0.9993994,0.0002334045,0.00004582404,0.00002174854,0.0000123686,0.000004027333,0.0002248316,0.000001062485,0.00005724718],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003344515,"threshold_uncertainty_score":0.00665009,"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."}}