{"id":"W2800780198","doi":"10.1093/sleep/zsy061.364","title":"0365 Insomnia Subtypes Before And After Cpap Treatment Of Sleep Apnea","year":2018,"lang":"en","type":"article","venue":"SLEEP","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital; St Mary's Hospital Centre; Dawson College; Jewish General Hospital","funders":"","keywords":"Insomnia; Polysomnography; Obstructive sleep apnea; Sleep apnea; Medicine; Sleep disorder; Sleep (system call); Apnea; Pediatrics; Anesthesia; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0005571406,0.0002341057,0.0006389515,0.0008029534,0.0008055069,0.0006617337,0.0003293012,0.0003746754,0.002972522],"category_scores_gemma":[0.001605294,0.0002274128,0.0008500848,0.0008914126,0.0001755871,0.0004096559,0.0003986237,0.000488106,0.000485497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005317288,"about_ca_system_score_gemma":0.0006031673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01179499,"about_ca_topic_score_gemma":0.01626343,"domain_scores_codex":[0.9994374,0.00007183061,0.00009219741,0.00009130579,0.0001949828,0.0001122084],"domain_scores_gemma":[0.9989544,0.0001099812,0.0004356334,0.00004728875,0.0001613708,0.0002913207],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001609181,0.0003036708,0.9873899,0.00006156363,0.0001466729,0.000517186,0.0001862175,0.000026839,0.0006975293,0.00003818576,0.0002832937,0.008739796],"study_design_scores_gemma":[0.00002099459,0.0003190104,0.9988576,0.00001342008,0.00002219026,0.0002862458,0.0001144892,0.00002783768,0.00002868939,0.000008819488,0.0002974091,0.000003109869],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948095,0.001047084,0.00004671626,0.00004758149,0.00004314598,0.00006507862,0.0005433451,0.000005798448,0.003391677],"genre_scores_gemma":[0.9971208,0.0003976579,0.00006790187,0.00006915632,0.00005259209,0.00005092211,0.0009843963,0.000004304228,0.001252293],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01179499,"threshold_uncertainty_score":0.02345264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01269504132084636,"score_gpt":0.2866016094359089,"score_spread":0.2739065681150625,"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."}}