{"id":"W4415484926","doi":"10.26828/cannabis/2025/000328","title":"Dispensing Medical Advice: San Francisco Bay Area Budtender Recommendations for Pain and Sleep Relief","year":2025,"lang":"en","type":"article","venue":"Cannabis","topic":"Cannabis and Cannabinoid Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Centre on Substance Use and Addiction","funders":"Tobacco-Related Disease Research Program","keywords":"Bay; Pain relief; Sleep (system call); Cannabis; Alternative medicine; Medical cannabis","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":[0.0005010742,0.0002310612,0.000168847,0.0004774793,0.001348124,0.0004454345,0.0004792732,0.0006753686,0.03165396],"category_scores_gemma":[0.001868921,0.0001795882,0.0001704412,0.0003231422,0.0002933818,0.000322316,0.0003667243,0.0005178151,0.00305487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007053753,"about_ca_system_score_gemma":0.0009630613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02518133,"about_ca_topic_score_gemma":0.06583662,"domain_scores_codex":[0.9997064,0.00006959547,0.00004596607,0.00004375932,0.0000904372,0.00004372653],"domain_scores_gemma":[0.9987524,0.0002800047,0.0004266307,0.00005066694,0.0003087554,0.0001816097],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004948987,0.0009462631,0.5581572,0.001234653,0.00008118931,0.002023897,0.004756552,0.0002695523,0.01092444,0.0002920039,0.1137766,0.3070427],"study_design_scores_gemma":[0.0002340481,0.001042705,0.8179222,0.00110224,0.0001625528,0.002809877,0.01013462,0.001099204,0.00261697,0.0001647415,0.162652,0.00005879653],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8911328,0.00631401,0.001353566,0.01697291,0.0003576854,0.0005708875,0.002240834,0.0005623394,0.08049496],"genre_scores_gemma":[0.9490864,0.004949946,0.00691496,0.007383995,0.0003321205,0.0001418059,0.001124542,0.00006008827,0.03000631],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03165396,"threshold_uncertainty_score":0.1058931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01629717873352166,"score_gpt":0.3226219549668755,"score_spread":0.3063247762333539,"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."}}