{"id":"W1975518553","doi":"10.5664/jcsm.2484","title":"Stepped Care for Insomnia: An Evaluation of Implementation in Routine Practice","year":2013,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Sleep and related disorders","field":"Psychology","cited_by":63,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba; Manitoba Health","funders":"","keywords":"Insomnia; Medicine; Logistic regression; Dysfunctional family; Sleep onset latency; Comorbidity; Psychiatry; Intensive care; Physical therapy; Clinical psychology; Sleep disorder; Intensive care medicine; Internal medicine","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":[0.0172075,0.0007465357,0.001813689,0.001465145,0.002335919,0.001432608,0.002202533,0.002055947,0.004622707],"category_scores_gemma":[0.05217197,0.0009431029,0.002272037,0.00128757,0.001159363,0.001926963,0.003859789,0.001982167,0.0004391676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005584769,"about_ca_system_score_gemma":0.02163486,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01726467,"about_ca_topic_score_gemma":0.02871102,"domain_scores_codex":[0.982435,0.009837751,0.00204178,0.001287552,0.003389853,0.001007964],"domain_scores_gemma":[0.962334,0.01873003,0.00298366,0.002856986,0.00515756,0.00793776],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0445777,0.1212774,0.08065946,0.004295229,0.0008630498,0.0003100998,0.008296007,0.001441539,0.0008893635,0.0003575717,0.003033821,0.7339987],"study_design_scores_gemma":[0.07976135,0.3805845,0.5075201,0.003361104,0.002201448,0.0003608283,0.01065168,0.006665333,0.001412971,0.0005497956,0.006576541,0.0003542586],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9807367,0.0008145886,0.0009227918,0.0008533916,0.0001632409,0.01372304,0.0004120527,0.0002251757,0.002149098],"genre_scores_gemma":[0.9497592,0.001396291,0.03187433,0.0007670569,0.0001049007,0.01449418,0.0004673826,0.00003174811,0.001104782],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01726467,"threshold_uncertainty_score":0.09100306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1143846768637885,"score_gpt":0.5479703678639495,"score_spread":0.4335856910001609,"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."}}