{"id":"W3026116693","doi":"","title":"SLEEP-GOAL: A multicenter success criteria outcome study on 302 obstructive sleep apnoea (OSA) patients.","year":2020,"lang":"en","type":"article","venue":"PubMed","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Oxygen saturation; Sleep (system call); Tongue; Prospective cohort study; Anesthesia; Internal medicine; Oxygen","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":[0.003383798,0.001214877,0.001551135,0.000565037,0.000767295,0.0006874203,0.0004502164,0.001003675,0.001486242],"category_scores_gemma":[0.001719397,0.0004399715,0.001332476,0.0005336336,0.0007386214,0.0008491668,0.0008044335,0.0007416441,0.0004029142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004444909,"about_ca_system_score_gemma":0.000747078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001153828,"about_ca_topic_score_gemma":0.001501129,"domain_scores_codex":[0.9987827,0.0006538006,0.000112558,0.000179448,0.0001461328,0.0001254784],"domain_scores_gemma":[0.9977624,0.0003422939,0.0006204183,0.0001258795,0.0002191294,0.0009299173],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.2008046,0.02143656,0.7532619,0.0003639513,0.001812067,0.0003384723,0.0006164761,0.0006636519,0.004773978,0.00007964897,0.0008015285,0.01504724],"study_design_scores_gemma":[0.04878239,0.1585001,0.7879612,0.00005184971,0.0008861951,0.0004413859,0.0005647606,0.001181245,0.0007051537,0.00007250458,0.0007812638,0.00007201805],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991083,0.0002029584,0.00006553785,0.00002466122,0.000009976004,0.0002375645,0.0001943036,0.00000241275,0.000154231],"genre_scores_gemma":[0.9972708,0.0001654909,0.0002885206,0.0000958677,0.00006332964,0.0005731411,0.001344388,0.000003812919,0.0001946253],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003383798,"threshold_uncertainty_score":0.01789546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05478627502027911,"score_gpt":0.323306441153966,"score_spread":0.2685201661336868,"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."}}