{"id":"W4387999466","doi":"10.21203/rs.3.rs-3393442/v1","title":"Benzodiazepine Use in Medical Cannabis Authorization Adult Patients from 2013-2021: Alberta, Canada","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"Cannabis and Cannabinoid Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"College of Physicians and Surgeons of Ontario; University of Toronto; Alberta Health; University of Alberta; Alberta Health Services","funders":"Canadian Institutes of Health Research; Health Canada; Government of Alberta; Alberta Health Services","keywords":"Cannabis; Benzodiazepine; Medicine; Discontinuation; Prior authorization; Medical cannabis; Authorization; Medical prescription; Psychiatry; Internal medicine; Pharmacology; Computer security","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0004530598,0.0002503326,0.0003498669,0.0009491855,0.001338385,0.0009731566,0.0009142748,0.0003115682,0.002101553],"category_scores_gemma":[0.00114299,0.0002988287,0.0005430114,0.00304105,0.0004553773,0.000251827,0.0006329556,0.000665188,0.0002067737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01509827,"about_ca_system_score_gemma":0.02048993,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9839827,"about_ca_topic_score_gemma":0.9887399,"domain_scores_codex":[0.9991482,0.00004667259,0.0000555632,0.0001484334,0.0003433872,0.0002576991],"domain_scores_gemma":[0.9985606,0.00004736212,0.0004631749,0.00004980839,0.0005166737,0.0003624196],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001312547,0.00002776239,0.9963282,0.0000227358,0.00004554232,0.00006999361,0.0001144123,0.00008413735,0.00009571556,0.00003891966,0.0009077169,0.002133612],"study_design_scores_gemma":[0.00001408963,0.00002394327,0.9988275,0.00002077034,0.00002948113,0.0000610253,0.0002847175,0.0002026233,0.00004582237,0.00001256073,0.0004717757,0.000005742698],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989622,0.0009807104,0.0001478146,0.0003300407,0.00003004214,0.00006167145,0.007009102,0.0000119245,0.00180667],"genre_scores_gemma":[0.9955783,0.0004727165,0.0001185338,0.0001156519,0.00001393771,0.00001359844,0.002725991,0.00000330253,0.0009578304],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01601732,"threshold_uncertainty_score":0.1095461,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03995796662753168,"score_gpt":0.3600445150861748,"score_spread":0.3200865484586431,"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."}}