{"id":"W2891939239","doi":"10.1186/s12871-018-0594-5","title":"Patient preference survey: are patients willing to delay surgery if obstructive sleep apnea is suspected?","year":2018,"lang":"en","type":"article","venue":"BMC Anesthesiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University of Toronto; University Health Network","funders":"Hospital for Special Surgery","keywords":"Medicine; Obstructive sleep apnea; Anesthesiology; Perioperative; Preference; Sleep apnea; Elective surgery; Emergency medicine; General surgery; Medical emergency; Family medicine; Surgery; Anesthesia","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.003684408,0.0001552698,0.0002790268,0.0005000372,0.0005327193,0.0006972752,0.0002370641,0.0006223263,0.004548266],"category_scores_gemma":[0.01249538,0.0001392634,0.0005941129,0.0005280778,0.000405057,0.000753164,0.000508527,0.0009052787,0.0005583317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007588284,"about_ca_system_score_gemma":0.00107528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002164074,"about_ca_topic_score_gemma":0.00419981,"domain_scores_codex":[0.9978285,0.0010919,0.0003685027,0.0001174057,0.0003577336,0.0002359078],"domain_scores_gemma":[0.9904765,0.003741462,0.003236825,0.0002004174,0.001153226,0.001191501],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007213587,0.0004523503,0.9571825,0.0004051112,0.0001462173,0.000226398,0.003323979,0.0002499255,0.0005916455,0.0002538818,0.006680811,0.0297658],"study_design_scores_gemma":[0.0002111585,0.002168525,0.9559844,0.0004113949,0.0001164537,0.001272621,0.0247178,0.001404921,0.0005587307,0.0004329787,0.01262922,0.00009178778],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937976,0.0003347452,0.0002554042,0.001957506,0.0000620933,0.0001317648,0.0009069998,0.000008131487,0.00254568],"genre_scores_gemma":[0.9965951,0.0004489232,0.0008637441,0.001153598,0.00003922378,0.0001371698,0.0003627001,0.000002195843,0.000397366],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004548266,"threshold_uncertainty_score":0.01948524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05220525303413368,"score_gpt":0.286463811563703,"score_spread":0.2342585585295693,"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."}}