{"id":"W109284477","doi":"10.1093/sleep/34.5.609","title":"Predictability of Sleep in Patients with Insomnia","year":2011,"lang":"en","type":"article","venue":"SLEEP","topic":"Sleep and related disorders","field":"Psychology","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Institut Universitaire en Santé Mentale de Québec","funders":"National Institute of Mental Health; U.S. Public Health Service; Sanofi","keywords":"Insomnia; Primary Insomnia; Sleep onset; Polysomnography; Sleep onset latency; Psychology; Sleep (system call); Medicine; Psychiatry; Audiology; Sleep disorder; Electroencephalography","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":[0.0005261753,0.0002698494,0.0003942194,0.0005023803,0.0004600002,0.000406092,0.0002453936,0.0003515438,0.001522066],"category_scores_gemma":[0.005761921,0.0002228959,0.0002586192,0.0005410544,0.0003364068,0.0004031826,0.0003911881,0.0004956994,0.0001658182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002178633,"about_ca_system_score_gemma":0.0003352325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001301768,"about_ca_topic_score_gemma":0.001918829,"domain_scores_codex":[0.9995767,0.00009168921,0.00006495367,0.00008287334,0.0001256908,0.00005805842],"domain_scores_gemma":[0.9966002,0.0009722853,0.001765268,0.0001444377,0.0002269301,0.0002908732],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002517207,0.00003745925,0.9972734,0.00001331571,0.00002841239,0.0001136094,0.0001052609,0.00007517217,0.0002501715,0.00001482693,0.00006535663,0.001771311],"study_design_scores_gemma":[0.00001010962,0.0001798317,0.9988402,0.000003036855,0.00001190165,0.0004454554,0.00008898451,0.000274026,0.00004335886,0.00003886567,0.00005999241,0.000004309965],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993201,0.0001413582,0.0001530085,0.00002658668,0.000005596124,0.000008349722,0.00009064397,0.000004240725,0.0002501913],"genre_scores_gemma":[0.9997125,0.00003616963,0.00006536407,0.00000780103,0.0000121847,0.000005652084,0.0001270869,0.000001295276,0.00003195757],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001522066,"threshold_uncertainty_score":0.005091786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009947304586810351,"score_gpt":0.2201785099622916,"score_spread":0.2102312053754812,"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."}}