{"id":"W3025942850","doi":"","title":"Predictors of difficulty in intubation in patients with obstructive sleep apnoea.","year":2019,"lang":"en","type":"article","venue":"PubMed","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Obstructive sleep apnea; Intubation; Body mass index; Surgery; Anesthesia; Uvulopalatopharyngoplasty; Septoplasty; Apnea; Polysomnography; Internal medicine; Nose","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":[0.0004408691,0.0004366252,0.0003587908,0.0006194515,0.0003976176,0.0004482596,0.0002565513,0.0007855274,0.001387297],"category_scores_gemma":[0.003625087,0.0002366522,0.0003137785,0.0005105822,0.0002366481,0.0004500718,0.0004281058,0.0007258038,0.0002850993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000132038,"about_ca_system_score_gemma":0.0002493611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001103708,"about_ca_topic_score_gemma":0.001518558,"domain_scores_codex":[0.9996862,0.00005712343,0.00006029531,0.00004658443,0.00008693478,0.00006292086],"domain_scores_gemma":[0.997549,0.0006075337,0.001096191,0.00006080344,0.0001653093,0.0005212341],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002706419,0.00001005297,0.9995316,0.000002798375,0.000008037793,0.00009444386,0.0000106786,0.00001092871,0.00004547909,0.000001635871,0.0000212951,0.0002359832],"study_design_scores_gemma":[0.000006136587,0.0001301439,0.9978841,0.000006981739,0.00001770906,0.001498265,0.000116725,0.0002190162,0.00003295093,0.00001005658,0.00007530297,0.000002718724],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992717,0.0002916927,0.00004906595,0.00004874372,0.00001178512,0.000006611679,0.00009138638,0.000002328555,0.0002267435],"genre_scores_gemma":[0.9996469,0.00005874625,0.00005288748,0.00001749245,0.00001847722,0.000004766219,0.0001576642,9.763418e-7,0.00004205827],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001387297,"threshold_uncertainty_score":0.004640996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00757010771527911,"score_gpt":0.2118206455086845,"score_spread":0.2042505377934054,"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."}}