{"id":"W4402324751","doi":"10.1097/cm9.0000000000003287","title":"Slow wave activity in patients with Parkinson’s disease and obstructive sleep apnea","year":2024,"lang":"en","type":"article","venue":"Chinese Medical Journal","topic":"Vestibular and auditory disorders","field":"Neuroscience","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Second Affiliated Hospital of Soochow University; Soochow University","keywords":"Obstructive sleep apnea; Medicine; Parkinson's disease; Sleep apnea; Sleep (system call); Internal medicine; Disease; Cardiology; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001726735,0.0001582826,0.0001622673,0.000117155,0.0001259504,0.000123349,0.0001336323,0.00005449345,0.000124421],"category_scores_gemma":[0.001301167,0.0000942584,0.0000422457,0.0002755019,0.0002414734,0.0003351148,0.00005963516,0.0007181995,0.00001044458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004357066,"about_ca_system_score_gemma":0.0001338959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000232891,"about_ca_topic_score_gemma":0.000005406777,"domain_scores_codex":[0.9984029,0.0001385344,0.0001500246,0.0003112305,0.0007503259,0.0002469622],"domain_scores_gemma":[0.9990895,0.0001780873,0.0000416918,0.00009760547,0.0000186271,0.0005744632],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007018404,0.0005259512,0.7648289,0.0001046307,0.0000346759,0.004034881,0.0009296268,0.0001476517,0.0003389764,0.00008344625,0.0007172397,0.2275521],"study_design_scores_gemma":[0.001267868,0.0001081308,0.9799504,0.0001532876,0.0000177064,0.0001165872,0.00001503362,0.01513291,0.00004583392,0.001861182,0.001150962,0.0001800985],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961878,0.0001551069,0.001189315,0.001176609,0.0009623836,0.0001015138,0.00001253888,0.00003038511,0.0001843289],"genre_scores_gemma":[0.9992476,0.00003864226,0.00002923781,0.0002975147,0.0003334677,0.000004597555,0.000001241332,0.00001698451,0.00003067942],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2273721,"threshold_uncertainty_score":0.3843746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007309858094073177,"score_gpt":0.2340904691869583,"score_spread":0.2267806110928851,"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."}}