{"id":"W4406109202","doi":"10.58931/cwht.2024.1316","title":"Obstructive Sleep Apnea in Women","year":2024,"lang":"en","type":"article","venue":"Canadian Women s Health Today","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Obstructive sleep apnea; Medicine; Sleep (system call); Sleep apnea; Cardiology; Computer science","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":[0.0001894309,0.000149604,0.0002409965,0.0005723306,0.000741697,0.0004404885,0.0001616125,0.0004153122,0.007684913],"category_scores_gemma":[0.0008230131,0.0001033494,0.0002847,0.0008542173,0.0001980697,0.0004201206,0.000374579,0.0004864474,0.001133609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002678105,"about_ca_system_score_gemma":0.0005124793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009924187,"about_ca_topic_score_gemma":0.01395613,"domain_scores_codex":[0.9998092,0.00002575256,0.00001640545,0.0000344177,0.00004758733,0.00006665374],"domain_scores_gemma":[0.9998575,0.00001992625,0.00004412164,0.000007954497,0.00002185076,0.000048598],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001005091,0.00008495288,0.9383039,0.0001620788,0.00004966811,0.003243331,0.001026776,0.00002138776,0.000578958,0.000905226,0.01018299,0.04534003],"study_design_scores_gemma":[0.00001334492,0.0001117721,0.9638218,0.0003570961,0.00005802666,0.008372391,0.001634733,0.00004492261,0.00006377851,0.000550952,0.0249563,0.0000148361],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.7756914,0.06295745,0.0005705335,0.00904621,0.002000786,0.0002667857,0.00451822,0.00006444594,0.1448841],"genre_scores_gemma":[0.9645259,0.01980617,0.000239169,0.003199096,0.0005857307,0.0001331576,0.001061853,0.00001036387,0.01043858],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.009924187,"threshold_uncertainty_score":0.02570862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01622401734850987,"score_gpt":0.303537543269695,"score_spread":0.2873135259211851,"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."}}