{"id":"W4220791188","doi":"10.1016/j.clinthera.2022.03.002","title":"Insomnia Treatment Preferences Among Primary Care Patients","year":2022,"lang":"en","type":"article","venue":"Clinical Therapeutics","topic":"Sleep and related disorders","field":"Psychology","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Institute on Aging; National Institutes of Health; Canadian Psychological Association","keywords":"Insomnia; Medicine; Anxiety; Depression (economics); Preference; Psychiatry; Clinical psychology; Primary care; Family medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007239701,0.00008163897,0.0002910194,0.0004172112,0.0007485257,0.0009209435,0.0001468316,0.0004965171,0.005549191],"category_scores_gemma":[0.007095858,0.00009954076,0.0003953793,0.0005731237,0.0002347324,0.0004534733,0.0003779348,0.0006014804,0.0002002887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000778212,"about_ca_system_score_gemma":0.0007267704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008454408,"about_ca_topic_score_gemma":0.02425705,"domain_scores_codex":[0.9992653,0.0002774074,0.00008357201,0.00006485162,0.0001553184,0.0001534935],"domain_scores_gemma":[0.9969354,0.001430563,0.0007406237,0.00004251063,0.0002133594,0.0006375376],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006747766,0.0003651934,0.9806181,0.00006012402,0.0001254512,0.0003502079,0.001888405,0.0001130918,0.0002483318,0.0002192444,0.001466417,0.01387071],"study_design_scores_gemma":[0.00008161141,0.0004181089,0.9912839,0.00004683801,0.00006552047,0.000743965,0.005615127,0.0004499814,0.00007975343,0.0002139244,0.0009889222,0.00001233931],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961284,0.0004051419,0.00002559923,0.0006015425,0.00001217879,0.000009592027,0.0001183794,0.000001189891,0.002697919],"genre_scores_gemma":[0.9992641,0.0001081179,0.00003882736,0.0003258144,0.00001039383,0.000004525457,0.00004982423,8.656249e-7,0.0001976361],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008454408,"threshold_uncertainty_score":0.01856393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08627252682757995,"score_gpt":0.3787817724142855,"score_spread":0.2925092455867055,"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."}}