{"id":"W4413887551","doi":"10.1016/j.sapharm.2025.06.047","title":"Empowering Vulnerable Populations: Exploring Clinicians' Needs to Support Cannabis Decision-Making for Older Adults with Arthritis","year":2025,"lang":"en","type":"article","venue":"Research in Social and Administrative Pharmacy","topic":"Cannabis and Cannabinoid Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Cannabis; Medicine; Arthritis; Psychology; Gerontology; Psychiatry; Immunology","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":[0.0206372,0.0003216082,0.0008023282,0.001388042,0.008508447,0.00905253,0.00199151,0.003051938,0.005785721],"category_scores_gemma":[0.1032925,0.0006118017,0.0007727153,0.001168917,0.002578574,0.006502313,0.007525795,0.006444593,0.0005787861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005211256,"about_ca_system_score_gemma":0.0397584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.016875,"about_ca_topic_score_gemma":0.05717037,"domain_scores_codex":[0.983595,0.01058491,0.001112558,0.0005955822,0.001653341,0.002458748],"domain_scores_gemma":[0.9413214,0.03317871,0.005976535,0.0009597493,0.006053644,0.01251004],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005655926,0.002695272,0.1964796,0.002719344,0.0003199335,0.003511988,0.4696317,0.0003775084,0.000675155,0.006612227,0.04025175,0.27616],"study_design_scores_gemma":[0.0003294356,0.0007069701,0.06254571,0.00775917,0.0004116263,0.001708067,0.8458712,0.001021128,0.0005022685,0.01790131,0.06100905,0.0002341837],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7063301,0.006940957,0.001738421,0.2569062,0.001000776,0.0005531373,0.0002191743,0.00005755789,0.02625363],"genre_scores_gemma":[0.9686599,0.004029905,0.004629075,0.02094875,0.000220613,0.0004209506,0.0000631762,0.00002074005,0.001006852],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0206372,"threshold_uncertainty_score":0.1091412,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2363069754238596,"score_gpt":0.5439867760620561,"score_spread":0.3076798006381966,"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."}}