{"id":"W4234155763","doi":"10.21203/rs.3.rs-198787/v1","title":"Opioid Use in Medical Cannabis Authorization Adult Patients from 2013-2018: Alberta, Canada","year":2021,"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":"University of Toronto; College of Physicians and Surgeons of Ontario; Alberta Health Services; University of Alberta","funders":"Canadian Institutes of Health Research; Health Canada; Government of Alberta","keywords":"Cannabis; Medicine; Opioid; Chronic pain; Authorization; Heroin; Prior authorization; Medical cannabis; Internal medicine; Emergency medicine; Psychiatry; Drug; Pharmacology","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":[0.0004368601,0.0002525486,0.0003333436,0.0009110668,0.00150153,0.0008643516,0.0008746114,0.0002837584,0.002133144],"category_scores_gemma":[0.001172232,0.0002396137,0.0005465556,0.003211179,0.0004455339,0.0002065573,0.0005918736,0.0005669197,0.0002036177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01667526,"about_ca_system_score_gemma":0.02068345,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9833379,"about_ca_topic_score_gemma":0.9887693,"domain_scores_codex":[0.99922,0.00004129253,0.00005059513,0.0001315887,0.0003132266,0.0002431591],"domain_scores_gemma":[0.9988403,0.00004372841,0.0003405749,0.00003439346,0.0004216856,0.0003194801],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001592819,0.00002744053,0.9957093,0.00003193456,0.00004911137,0.0000761019,0.0001532144,0.00007899304,0.00009014634,0.00004050435,0.0009857676,0.00259818],"study_design_scores_gemma":[0.0000130458,0.00002971032,0.9985544,0.00002928024,0.00004197882,0.00007624688,0.0004269878,0.0001703133,0.00004877749,0.00001439724,0.000588931,0.000005935234],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885428,0.001422079,0.0001489502,0.0003395241,0.00003077622,0.00005984023,0.007516069,0.0000119579,0.001928078],"genre_scores_gemma":[0.9947701,0.0006681949,0.0001545,0.0001338902,0.00001533906,0.00001671329,0.003179227,0.000003546824,0.001058478],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01667526,"threshold_uncertainty_score":0.1209881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02694702481709007,"score_gpt":0.3415975708570542,"score_spread":0.3146505460399641,"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."}}