{"id":"W4295775193","doi":"10.1016/s0140-6736(22)00879-0","title":"Insomnia","year":2022,"lang":"la","type":"review","venue":"The Lancet","topic":"Sleep and related disorders","field":"Psychology","cited_by":362,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"National Institute on Aging; National Institutes of Health","keywords":"Insomnia; Medicine; Exacerbation; Discontinuation; Psychiatry; Primary Insomnia; Intervention (counseling); Cognitive behavioral therapy; Cognition; Sleep disorder; 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":[0.0005613118,0.001025497,0.001465622,0.00185736,0.0004225453,0.001377179,0.0007056436,0.001394127,0.03433261],"category_scores_gemma":[0.001182895,0.0003412116,0.0008184026,0.001365306,0.0004276054,0.00089198,0.001010433,0.002579103,0.01530416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007348186,"about_ca_system_score_gemma":0.001906535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004940786,"about_ca_topic_score_gemma":0.01278417,"domain_scores_codex":[0.9997914,0.00003407557,0.00003047999,0.00004034644,0.00007350636,0.00003008492],"domain_scores_gemma":[0.9997014,0.00009325663,0.00004120462,0.00001729507,0.00009909854,0.00004762951],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001708871,0.00004292871,0.0001063912,0.01501612,0.0001221535,0.00006391743,0.00003942069,0.00004717796,0.000507518,0.001320194,0.1909438,0.7916195],"study_design_scores_gemma":[0.0001768464,0.000122042,0.001583094,0.01017746,0.000309958,0.0006285051,0.00006101335,0.00003999339,0.0001160842,0.0009031203,0.9858648,0.00001716623],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006564993,0.9912704,0.00009518236,0.0009567722,0.002365368,0.0000204031,0.0001177796,0.00003209932,0.005076279],"genre_scores_gemma":[0.00117294,0.9821477,0.0002777834,0.002756611,0.00204596,0.00003622469,0.000257472,0.000008490748,0.01129687],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03433261,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09091093788892628,"score_gpt":0.3654713111535731,"score_spread":0.2745603732646468,"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."}}