{"id":"W125718215","doi":"10.1155/2014/921541","title":"Excessive Daytime Sleepiness among Rural Residents in Saskatchewan","year":2014,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Daytime; Excessive daytime sleepiness; Environmental health; Gerontology; Psychiatry; Insomnia; Sleep disorder","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003326119,0.0003376472,0.0002145931,0.0006952669,0.0008366657,0.0005042384,0.0004217307,0.0002387695,0.002062458],"category_scores_gemma":[0.0006587493,0.0002979017,0.0001902538,0.001433327,0.0004443121,0.0002824905,0.0007134906,0.0003294623,0.0003415279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002203187,"about_ca_system_score_gemma":0.003394789,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5625072,"about_ca_topic_score_gemma":0.7268114,"domain_scores_codex":[0.9997068,0.00007743463,0.00002375959,0.00005518272,0.00005854182,0.0000783315],"domain_scores_gemma":[0.9994053,0.00006799996,0.0001751329,0.00002656127,0.0001444858,0.0001805262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004839568,0.00004658856,0.9914982,0.00005173292,0.00004885444,0.0004975661,0.001087974,0.0000744471,0.001323454,0.00002240147,0.0006073204,0.00469314],"study_design_scores_gemma":[0.000006045545,0.0000431609,0.997353,0.00001729817,0.00001144118,0.0001690877,0.00186282,0.00008784727,0.00004457329,0.00001425046,0.0003834011,0.000007059255],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986112,0.0001166567,0.00005241065,0.0001130759,0.000005204245,0.00002450522,0.0005025818,0.000004444783,0.0005698057],"genre_scores_gemma":[0.9985496,0.0002995282,0.0001026872,0.0001316573,0.000005016582,0.00003255528,0.0003348662,0.000002301975,0.0005417157],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4374928,"threshold_uncertainty_score":0.8801386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01557422312736714,"score_gpt":0.2779701692791826,"score_spread":0.2623959461518154,"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."}}