{"id":"W3133757576","doi":"10.5114/aoms/125400","title":"Magnetic resonance white matter changesin patients with obstructive sleep apnoea.The subset of the PURE-MIND (Prospective Urbanand Rural Epidemiological) cohort study","year":2021,"lang":"en","type":"article","venue":"Archives of Medical Science","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Medicine; Hyperintensity; Prospective cohort study; Asymptomatic; Internal medicine; Epidemiology; Incidence (geometry); Obstructive sleep apnea; Leukoaraiosis; Population; Risk factor; Pediatrics; Cardiology; Magnetic resonance imaging; Disease; Dementia; Radiology","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001458725,0.0002079414,0.0005411917,0.0000991574,0.0002562527,0.00001817802,0.001133524,0.0000646815,0.0006703557],"category_scores_gemma":[0.003134486,0.00009612076,0.0001052696,0.001149865,0.007677138,0.00009872651,0.0008066526,0.000626699,0.000008109247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006356616,"about_ca_system_score_gemma":0.0002259846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006812719,"about_ca_topic_score_gemma":0.00008201977,"domain_scores_codex":[0.9945883,0.0005157356,0.0004653462,0.0006443202,0.003204935,0.0005813891],"domain_scores_gemma":[0.9973367,0.000911354,0.0002165796,0.0008533677,0.0003627625,0.0003192427],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000258895,0.0004825368,0.9751409,0.00002094675,0.0000418537,0.00002050388,0.00182523,0.000001652826,0.0002700111,0.0002416734,0.00001935895,0.02167646],"study_design_scores_gemma":[0.001775475,0.0007953348,0.993204,0.0001469209,0.00007085529,0.00002708155,0.001584553,0.0003093275,0.001304576,0.0006367204,0.00003785124,0.0001073135],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915384,0.0004837114,0.00008093824,0.003943328,0.0001357552,0.001528169,0.00003066437,0.000006080388,0.002252922],"genre_scores_gemma":[0.9988964,0.00001846934,0.0005759639,0.0002288407,0.00004950451,0.0000641952,0.000003863026,0.00001166757,0.0001510635],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02156915,"threshold_uncertainty_score":0.9950234,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01177202698472202,"score_gpt":0.2762967415975959,"score_spread":0.2645247146128739,"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."}}