{"id":"W7165455478","doi":"10.82308/55636","title":"Risk of obstructive sleep apnea in Parkinson’s disease","year":2025,"lang":"en","type":"dissertation","venue":"Open MIND","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Government of Canada","keywords":"Obstructive sleep apnea; Polysomnography; Disease; Population; Sleep apnea; Cohort; Sleep study; Cohort study; Prospective cohort study","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006232944,0.0001184027,0.0001869055,0.0005257494,0.0002980463,0.0004094525,0.0002225559,0.000426242,0.001294464],"category_scores_gemma":[0.002773315,0.0001221594,0.0004333803,0.0006533712,0.000118594,0.0003254157,0.0004114565,0.0005350969,0.000196125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001874007,"about_ca_system_score_gemma":0.0002831608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00289378,"about_ca_topic_score_gemma":0.003741727,"domain_scores_codex":[0.9996426,0.00008218506,0.00006065416,0.00007568052,0.0001127053,0.00002607347],"domain_scores_gemma":[0.9991288,0.0002233879,0.0003691314,0.00003834018,0.0001271896,0.0001131611],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006929872,0.00002703872,0.9871962,0.00007891191,0.00009408713,0.0001218542,0.000186522,0.00004409644,0.0001508208,0.0001211951,0.0005913288,0.01131864],"study_design_scores_gemma":[0.000003972326,0.00008732943,0.9980854,0.00004458178,0.00004075085,0.0005271237,0.00008113617,0.00009940015,0.00003598923,0.0001153453,0.0008746859,0.000004451756],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9689971,0.02044303,0.0006185505,0.001308871,0.0002108655,0.0000605814,0.00184784,0.00001814053,0.006494999],"genre_scores_gemma":[0.9946826,0.003290736,0.0004438084,0.0001250158,0.0001133011,0.00002742971,0.0006319518,0.000002388607,0.0006827696],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00289378,"threshold_uncertainty_score":0.005753934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02348249366310345,"score_gpt":0.3414030532582622,"score_spread":0.3179205595951587,"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."}}