{"id":"W2605080477","doi":"10.3928/00485713-20061201-02","title":"Assessment and Treatment of Sleep Problems","year":2006,"lang":"en","type":"article","venue":"Psychiatric Annals","topic":"Sleep and related disorders","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychiatry; Psychology; Mood; Population; Medicine","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":[0.00008727677,0.000138548,0.0001988782,0.0001504763,0.00005620331,0.00000933721,0.00005945608,0.0001144404,0.0004529768],"category_scores_gemma":[9.637472e-7,0.0001059383,0.00009174382,0.0002654616,0.00005654661,0.00002624372,0.00000741526,0.0000521258,0.00005137508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001189903,"about_ca_system_score_gemma":0.00001585515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005952838,"about_ca_topic_score_gemma":0.00002619249,"domain_scores_codex":[0.9990571,0.0000548771,0.0002930098,0.0002485144,0.0001114817,0.0002350188],"domain_scores_gemma":[0.9995283,0.00003890447,0.0001316235,0.0002161541,0.00003362155,0.00005139696],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001039774,0.006754469,0.7453256,0.00004635546,0.001245757,0.00001233177,0.001306801,0.0002722795,0.0001006344,0.06818489,0.02739701,0.1492499],"study_design_scores_gemma":[0.005438516,0.001744996,0.9218272,0.00001383282,0.0003619086,0.0000245281,0.0006209919,0.0001582745,0.00002619912,0.01304194,0.05636868,0.0003729553],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7171853,0.0246475,0.0005978676,0.001427139,0.0009194199,0.0004917676,0.00001430352,0.0000681446,0.2546486],"genre_scores_gemma":[0.9962183,0.0007823388,0.0005402399,0.00008674082,0.0001418902,0.00004935796,0.00001286085,0.0000170567,0.002151191],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.279033,"threshold_uncertainty_score":0.4959778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02399879014463133,"score_gpt":0.3291972089820658,"score_spread":0.3051984188374344,"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."}}