{"id":"W2800167499","doi":"10.1093/sleep/zsy061.1072","title":"1073 What Happens To Patients After A Diagnosis Of Sleep Apnea?","year":2018,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital; St Mary's Hospital Centre; Jewish General Hospital","funders":"","keywords":"Medicine; Polysomnography; Obstructive sleep apnea; Sleep apnea; Checklist; Sleep medicine; Sleep disorder; Sleep study; Sleep (system call); Pediatrics; Apnea; Physical therapy; Insomnia; Internal medicine; Psychiatry; Psychology","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":[0.001001145,0.00009906314,0.0003379346,0.0003850587,0.001455814,0.001085296,0.0002878642,0.00179393,0.003305497],"category_scores_gemma":[0.01123224,0.0001774292,0.000421538,0.0005139183,0.000698672,0.001495525,0.0004130634,0.001071244,0.000424601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009168097,"about_ca_system_score_gemma":0.0007153514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009006241,"about_ca_topic_score_gemma":0.0157505,"domain_scores_codex":[0.9991251,0.0003392287,0.00009934649,0.00009526872,0.0001486181,0.0001924263],"domain_scores_gemma":[0.9965045,0.0009718004,0.001159087,0.00009757672,0.0004258202,0.000841182],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001517024,0.0001472524,0.9539282,0.0001040298,0.00005219881,0.001884685,0.004659369,0.00004276805,0.000183429,0.0001021669,0.005000593,0.03374369],"study_design_scores_gemma":[0.00001966745,0.0004942165,0.9637744,0.0003446118,0.00006126069,0.004571074,0.02465513,0.0001532447,0.0001706944,0.0003413017,0.005376008,0.00003838275],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9724205,0.003106175,0.0001297749,0.01837816,0.0002314288,0.00002223171,0.0002237711,0.00001578345,0.005472189],"genre_scores_gemma":[0.993504,0.001749526,0.00008627719,0.003721755,0.0002065443,0.00001335773,0.0001255252,0.000004164986,0.0005889726],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009006241,"threshold_uncertainty_score":0.01790762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01490069411320082,"score_gpt":0.2901787373444373,"score_spread":0.2752780432312364,"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."}}