{"id":"W4413887689","doi":"10.1016/j.sapharm.2025.06.092","title":"Modernizing pharmacists' insomnia care to align with practice guidelines","year":2025,"lang":"en","type":"article","venue":"Research in Social and Administrative Pharmacy","topic":"Pharmacy and Medical Practices","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Insomnia; Clinical Practice; Nursing; Psychology; Psychiatry","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":[0.0403234,0.0004063896,0.0006407259,0.002666867,0.003352373,0.005858294,0.003085047,0.003568798,0.002650528],"category_scores_gemma":[0.1615326,0.0005197718,0.001187601,0.002103106,0.001868915,0.004051351,0.006740283,0.007016037,0.001170112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006423837,"about_ca_system_score_gemma":0.05080327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01375891,"about_ca_topic_score_gemma":0.04144432,"domain_scores_codex":[0.9452295,0.02572258,0.007986177,0.002537847,0.01609726,0.002426684],"domain_scores_gemma":[0.8556778,0.04566061,0.02703256,0.01072089,0.04459168,0.01631652],"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":[0.00010432,0.002256356,0.08811307,0.001511114,0.0003402004,0.0006892702,0.01268055,0.00168435,0.001195662,0.007702727,0.09284853,0.7908739],"study_design_scores_gemma":[0.0007821319,0.002442457,0.2637669,0.0170406,0.0008623005,0.003034252,0.03556099,0.008594325,0.004559928,0.0646423,0.5982722,0.0004415799],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.09365779,0.01280935,0.05186138,0.7666826,0.004950149,0.001501887,0.0002257948,0.001470661,0.06684041],"genre_scores_gemma":[0.6556477,0.01489509,0.2050976,0.109246,0.004553465,0.001719412,0.0003551022,0.0003125159,0.008173151],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0403234,"threshold_uncertainty_score":0.2132531,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7407769225172474,"score_gpt":0.7165633836749881,"score_spread":0.0242135388422593,"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."}}