{"id":"W4230215410","doi":"10.1080/24745332.2020.1727790","title":"Sleep disordered breathing","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Respiratory Critical Care and Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; University of British Columbia Hospital","funders":"","keywords":"Sleep disordered breathing; Sleep (system call); Breathing; Medicine; Sleep and breathing; Audiology; Psychology; Physical medicine and rehabilitation; Neuroscience; Cardiology; Computer science; Anesthesia; Obstructive sleep apnea","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":[0.0005877874,0.0003242123,0.0003689653,0.001890289,0.0007089289,0.0006716413,0.0003849335,0.0002991554,0.04879183],"category_scores_gemma":[0.002285711,0.00007441112,0.0005369255,0.001513801,0.0001984924,0.0002219336,0.0004945535,0.0007630443,0.0112772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009790073,"about_ca_system_score_gemma":0.00221918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04299551,"about_ca_topic_score_gemma":0.08289102,"domain_scores_codex":[0.9995146,0.00005593011,0.00005510523,0.00004979102,0.0002579903,0.0000666346],"domain_scores_gemma":[0.9988061,0.000112522,0.0001069719,0.00005358044,0.0007331311,0.0001877984],"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":[0.0002475825,0.0001118011,0.05972027,0.0006742126,0.000141891,0.0004710087,0.0001546869,0.00008942387,0.0005788396,0.002262921,0.4760939,0.4594533],"study_design_scores_gemma":[0.0000671106,0.0001053935,0.347696,0.001117286,0.0001096506,0.001641076,0.000259181,0.0001309842,0.0001430284,0.001133468,0.6475703,0.00002642449],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02791888,0.05946413,0.002623798,0.009701694,0.008323106,0.001551964,0.06790488,0.0005769663,0.8219345],"genre_scores_gemma":[0.3061541,0.0665367,0.01123165,0.01246654,0.00526986,0.002204297,0.1004783,0.0003425354,0.495316],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04879183,"threshold_uncertainty_score":0.1632249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04386297833952307,"score_gpt":0.3232957997909471,"score_spread":0.279432821451424,"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."}}