{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007171218,0.0001008147,0.000525362,0.0001944835,0.00002492727,0.000004648227,0.0001590775,0.0002077939,0.001929458],"category_scores_gemma":[0.004405364,0.00006871467,0.0001188823,0.0002075583,0.0000913728,0.0003045554,0.00001084224,0.0004030061,0.00001113075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004832923,"about_ca_system_score_gemma":0.00009961082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004072294,"about_ca_topic_score_gemma":0.0001318886,"domain_scores_codex":[0.9959458,0.0009093959,0.002209114,0.0001547648,0.0006078324,0.0001730949],"domain_scores_gemma":[0.9945821,0.001550149,0.001652666,0.0001824804,0.001892422,0.0001401994],"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":[0.001481182,0.001187065,0.05716112,0.00002543517,0.0007136019,0.000006324691,0.008546425,0.0001576517,0.00009400188,0.0003304877,0.004529571,0.9257671],"study_design_scores_gemma":[0.1088478,0.01529361,0.6846007,0.0002759491,0.004484667,0.00005766434,0.1719537,0.001859667,0.00005125326,0.003038551,0.009286774,0.000249652],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9831393,0.003030502,0.0006779993,0.006593723,0.002220535,0.001000141,0.000002469414,0.000005228825,0.003330066],"genre_scores_gemma":[0.9975809,0.0001420378,0.0007346878,0.0007480864,0.000720319,0.00002626901,0.00002149001,0.00001347101,0.00001272599],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9255175,"threshold_uncertainty_score":0.9989829,"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."}}