{"id":"W3207195156","doi":"10.1111/jocs.16066","title":"Long‐term laryngotracheal complications following cardiac surgery","year":2021,"lang":"en","type":"article","venue":"Journal of Cardiac Surgery","topic":"Tracheal and airway disorders","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Dalhousie University","funders":"","keywords":"Medicine; Laryngotracheal stenosis; Surgery; Odds ratio; Intensive care unit; Incidence (geometry); Retrospective cohort study; Stenosis; Logistic regression; Mechanical ventilation; Deformity; Complication; Tracheal Stenosis; Anesthesia; Internal medicine; Airway","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":[0.001520119,0.0002256133,0.001576548,0.0003077299,0.0001318031,0.0000540244,0.0000738448,0.0001473086,0.00007541387],"category_scores_gemma":[0.0005650251,0.0002041608,0.003920879,0.0005253612,0.00005898159,0.000267104,0.00003342481,0.0005082795,0.000031353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001032365,"about_ca_system_score_gemma":0.001066089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009982581,"about_ca_topic_score_gemma":0.000001563307,"domain_scores_codex":[0.9973466,0.0002903059,0.0009901681,0.0002359743,0.0007019392,0.00043502],"domain_scores_gemma":[0.9966652,0.001668517,0.0003787803,0.000390641,0.0004549058,0.0004419621],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007180417,0.0002604821,0.8842155,0.0001348094,0.001026339,0.0005955056,0.00008768254,0.000003623376,0.002922851,0.00001343966,0.0479454,0.06272262],"study_design_scores_gemma":[0.0001489324,0.00002426336,0.9656958,0.0003591706,0.0006222643,0.0004221609,0.0001785637,0.000001478282,0.002532639,0.00003478032,0.02976794,0.0002120345],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9629998,0.02541762,0.0001182116,0.004720192,0.003542141,0.0001246187,0.00004068771,0.00004424699,0.002992451],"genre_scores_gemma":[0.9948013,0.002748788,0.0001918727,0.0006504794,0.001147796,0.000008384211,0.0001043202,0.00004657501,0.0003004832],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08148033,"threshold_uncertainty_score":0.8325437,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02964953896539235,"score_gpt":0.2871630033056213,"score_spread":0.2575134643402289,"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."}}