{"id":"W2909500099","doi":"10.3390/clockssleep1010011","title":"Risk Factors for Snoring in Two Canadian First Nations Communities","year":2019,"lang":"en","type":"article","venue":"Clocks & Sleep","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Saskatchewan","funders":"Canadian Institutes of Health Research; University of Regina","keywords":"Overweight; Obesity; Body mass index; Medicine; Logistic regression; Demography; Population; Sleep disordered breathing; Environmental health; Internal medicine; Obstructive sleep apnea","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002122013,0.0001300582,0.0002211207,0.0005841607,0.0002960877,0.00002804829,0.0001815749,0.00006071434,0.0004638582],"category_scores_gemma":[0.0003921102,0.00012501,0.00007784208,0.0003337628,0.00007314496,0.00009608948,0.00005251744,0.0003832033,0.00009153144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005832621,"about_ca_system_score_gemma":0.00009138317,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.281386,"about_ca_topic_score_gemma":0.8314723,"domain_scores_codex":[0.9989389,0.00004657494,0.0001886812,0.0001603217,0.0001985597,0.0004670164],"domain_scores_gemma":[0.9983993,0.0007625108,0.0000413562,0.0004034396,0.0001556044,0.0002378405],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002856457,0.00003888906,0.9944823,0.0000563986,0.00005895369,0.000004250957,0.002310171,0.0003279555,0.00004151503,0.0008787501,0.00004517662,0.00172701],"study_design_scores_gemma":[0.004877623,0.000286789,0.9289194,0.000130913,0.00008191542,0.00000963502,0.01551438,0.01978222,0.001709382,0.0003360549,0.027988,0.0003636533],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9858645,0.00007462119,0.00007877241,0.0004196983,0.000291431,0.000958564,0.0001045018,0.00003170369,0.0121762],"genre_scores_gemma":[0.9989516,0.0000160836,0.0002694632,0.00004839557,0.00008160969,0.00007599497,0.0001018706,0.00003268793,0.00042233],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5500863,"threshold_uncertainty_score":0.7233993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02418862066552933,"score_gpt":0.3112426952483675,"score_spread":0.2870540745828381,"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."}}