{"id":"W2770832823","doi":"10.1016/j.jclinane.2017.10.011","title":"ASA physical status classification of obstructive sleep apnoea disease","year":2018,"lang":"en","type":"letter","venue":"Journal of Clinical Anesthesia","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Obstructive sleep apnea; Perioperative; Disease; Anesthesia; Intensive care medicine; 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":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001346846,0.0004477731,0.002341305,0.0004262846,0.00005783017,0.00003506205,0.0005806733,0.0008829788,0.0002455806],"category_scores_gemma":[0.003753035,0.0003251976,0.001685612,0.0003744849,0.001464295,0.0002136961,0.00007113337,0.004830569,0.0001169113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002034138,"about_ca_system_score_gemma":0.000749364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005203913,"about_ca_topic_score_gemma":2.571187e-7,"domain_scores_codex":[0.9927437,0.0009117153,0.00271006,0.0005535577,0.002454424,0.0006265147],"domain_scores_gemma":[0.9901571,0.002048069,0.003321257,0.0008717643,0.002778136,0.0008236535],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.01518259,0.004093033,0.3470324,0.002129866,0.003974071,0.02122219,0.0004170316,0.000004177439,0.000726876,0.0003486463,0.4835737,0.1212954],"study_design_scores_gemma":[0.002673918,0.002535949,0.6993628,0.0004186983,0.001432358,0.000665774,0.00006245699,0.0003809583,0.0001384453,0.001550859,0.2904768,0.0003010629],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7008615,0.0002559644,0.00013365,0.2970569,0.0005868959,0.0005633472,0.00002995203,0.0000205959,0.000491186],"genre_scores_gemma":[0.8335271,0.0002614863,0.00361374,0.1013127,0.05971678,0.00002323177,0.0001879186,0.0002954647,0.001061508],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3523303,"threshold_uncertainty_score":0.99992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07731417662431735,"score_gpt":0.4048220264561306,"score_spread":0.3275078498318133,"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."}}