{"id":"W3121067940","doi":"10.1016/j.sleep.2020.12.042","title":"Women with OSA have higher chances of having metabolic syndrome than men: effect of gender on syndrome Z in cross sectional study","year":2021,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Metabolic syndrome; Medicine; Obstructive sleep apnea; Internal medicine; Population; Sleep apnea; Gastroenterology; Obesity","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":[0.0005163621,0.0003675654,0.0003578934,0.0004992435,0.0005275563,0.0006387095,0.0003164894,0.0006908805,0.003679236],"category_scores_gemma":[0.001385159,0.0005685851,0.00077957,0.0006352088,0.0003219745,0.0005828231,0.0004207424,0.0007069747,0.0003176505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001310018,"about_ca_system_score_gemma":0.0002248061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004287125,"about_ca_topic_score_gemma":0.004543637,"domain_scores_codex":[0.9996572,0.00009490646,0.00003063097,0.00009244381,0.00003854568,0.00008643261],"domain_scores_gemma":[0.9992587,0.0001513041,0.0002728068,0.00006960504,0.00004624468,0.0002013772],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002442311,0.00005870566,0.998778,0.000005982075,0.00008224361,0.00005973874,0.0001098853,0.000006804694,0.0002591117,0.00001537267,0.00003712876,0.000342694],"study_design_scores_gemma":[0.000006073919,0.0001882425,0.9991044,0.000002759941,0.00004514297,0.0001251191,0.0003410763,0.00005051368,0.00003236473,0.0000175122,0.00008379493,0.000002847532],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992436,0.000210026,0.0000664917,0.00004107979,0.00001495298,0.000003510567,0.000121204,0.0000025539,0.0002965249],"genre_scores_gemma":[0.9994593,0.00006424973,0.00003800022,0.00002851443,0.000009893739,0.000003612908,0.00007854823,0.000002093784,0.0003157944],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004287125,"threshold_uncertainty_score":0.0123083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02727865722315262,"score_gpt":0.3276509516382164,"score_spread":0.3003722944150637,"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."}}