{"id":"W4389028056","doi":"10.1016/j.jaclp.2023.11.684","title":"C-L Case Conference: Insomnia Disorder","year":2023,"lang":"en","type":"review","venue":"Journal of the Academy of Consultation-Liaison Psychiatry","topic":"Sleep and related disorders","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Western University; University of Ottawa; Toronto Western Hospital; University Health Network; University of Toronto; Centre for Addiction and Mental Health","funders":"Eisai Canada","keywords":"Insomnia; Psychology; Medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003170901,0.0006171865,0.0008005629,0.001962415,0.0008999376,0.0006042249,0.0008234535,0.002821396,0.0076402],"category_scores_gemma":[0.001367007,0.0001461724,0.0006945295,0.001373566,0.0005036295,0.0006244688,0.0007370744,0.002443424,0.001922162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007940517,"about_ca_system_score_gemma":0.001641605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003274755,"about_ca_topic_score_gemma":0.0111439,"domain_scores_codex":[0.9998083,0.00002704686,0.00003216976,0.00003618883,0.00006837164,0.00002798457],"domain_scores_gemma":[0.9996415,0.0001354641,0.000060209,0.0000154812,0.00006276606,0.0000844957],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.0001483344,0.0002079554,0.003001442,0.008862589,0.0002208747,0.07600488,0.0002079256,0.0002083993,0.00117367,0.002486021,0.4101638,0.4973141],"study_design_scores_gemma":[0.0001843936,0.0001061938,0.01213067,0.01320774,0.0003921107,0.3022364,0.0004339674,0.0001821181,0.0004541082,0.002300228,0.6683104,0.00006164835],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.002995973,0.9505709,0.0006282054,0.01730988,0.006709182,0.0001079178,0.0001594278,0.00007823926,0.02144027],"genre_scores_gemma":[0.04832593,0.8865939,0.002444365,0.02967514,0.01448084,0.0001119841,0.0007366306,0.00001864862,0.01761249],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0076402,"threshold_uncertainty_score":0.02555907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07943848298388477,"score_gpt":0.4002925734478116,"score_spread":0.3208540904639268,"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."}}