{"id":"W2800000846","doi":"10.1503/cmaj.69278","title":"Addressing challenges with current therapies for obstructive sleep apnea","year":2018,"lang":"en","type":"letter","venue":"Canadian Medical Association Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; University of British Columbia; University of Calgary; University of Alberta","funders":"","keywords":"Obstructive sleep apnea; Medicine; Intensive care medicine; Sleep apnea; Sleep (system call); Computer science; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.008757355,0.0008071216,0.001848207,0.001096799,0.004543025,0.004139331,0.002561713,0.03462489,0.006043674],"category_scores_gemma":[0.05599996,0.000523555,0.001335162,0.0009959523,0.005010408,0.01064017,0.00295215,0.06150125,0.003654389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004737878,"about_ca_system_score_gemma":0.006116882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003419682,"about_ca_topic_score_gemma":0.007687858,"domain_scores_codex":[0.9916348,0.00293354,0.001275331,0.0008424949,0.002678717,0.0006350152],"domain_scores_gemma":[0.9591119,0.02517545,0.002554304,0.0007822748,0.008422004,0.003953905],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000332409,0.00006580053,0.0007148265,0.0004228087,0.00002219014,0.003863769,0.0005185218,0.0001019822,0.0002110472,0.004862486,0.9465642,0.04261915],"study_design_scores_gemma":[0.00005954265,0.0001398994,0.001043154,0.002392561,0.00004348045,0.01481358,0.001520682,0.0004432845,0.0001952593,0.01724347,0.9619836,0.0001213964],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.000111011,0.006564233,0.0001091402,0.9811146,0.01151691,0.000002900515,0.00001066398,0.00001307119,0.0005574394],"genre_scores_gemma":[0.003277469,0.009667438,0.0004994206,0.8775324,0.1079734,0.0000170292,0.00001890488,0.00001890931,0.0009950434],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03462489,"threshold_uncertainty_score":0.04631388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05277385943265904,"score_gpt":0.32186323482438,"score_spread":0.269089375391721,"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."}}