{"id":"W4406091211","doi":"10.58931/cpct.2024.2336","title":"Update on Insomnia for Primary Care","year":2024,"lang":"en","type":"article","venue":"Canadian Primary Care Today","topic":"Sleep and related disorders","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Primary care; Primary Insomnia; Insomnia; Primary (astronomy); Medicine; Psychology; Psychiatry; Family medicine; Sleep disorder","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":[0.002895058,0.0007294508,0.00105411,0.003825303,0.001437699,0.002674295,0.002170531,0.003752945,0.05254712],"category_scores_gemma":[0.01445922,0.0003561327,0.001182568,0.004616839,0.0004591297,0.002806892,0.002245309,0.003937256,0.01575093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007072352,"about_ca_system_score_gemma":0.01814535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09896803,"about_ca_topic_score_gemma":0.266829,"domain_scores_codex":[0.9983546,0.0002887526,0.000223006,0.0001179744,0.0007808449,0.0002347862],"domain_scores_gemma":[0.9860824,0.002004322,0.0006729488,0.0002801174,0.007971309,0.002988916],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001443702,0.00001970655,0.0003253182,0.001260481,0.00001212456,0.00007981833,0.00007765396,0.00002123132,0.00002256598,0.0007013052,0.8372089,0.1602565],"study_design_scores_gemma":[0.00002652757,0.0000191739,0.002610061,0.0041649,0.00002767547,0.0001972874,0.00007549091,0.00001804959,0.00000827582,0.0002920272,0.9925499,0.00001065514],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.0007794485,0.5896611,0.000809413,0.2367457,0.04489489,0.0003365414,0.005432069,0.0006017172,0.1207391],"genre_scores_gemma":[0.007243157,0.770903,0.004662426,0.1038707,0.04112288,0.0007149721,0.008916112,0.0001485829,0.06241819],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.09896803,"threshold_uncertainty_score":0.196784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007606475332589169,"score_gpt":0.2465642822154824,"score_spread":0.2389578068828932,"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."}}