{"id":"W6964776840","doi":"10.25959/26086765","title":"Upscheduling codeine in Australia","year":2024,"lang":"en","type":"dissertation","venue":"University of Tasmania","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Codeine; Medical prescription; Public health; Pharmacy; Alternative medicine; Opioid","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004283393,0.0001233985,0.0002005359,0.0005048963,0.00232988,0.001381575,0.0008995685,0.000846079,0.002928597],"category_scores_gemma":[0.01422482,0.0002925358,0.0002834558,0.0007580023,0.001438514,0.00121168,0.0022906,0.001486375,0.0002540721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005408806,"about_ca_system_score_gemma":0.02080219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1403736,"about_ca_topic_score_gemma":0.2384807,"domain_scores_codex":[0.9951062,0.001930727,0.0002494102,0.0003341096,0.001777427,0.0006022172],"domain_scores_gemma":[0.9856347,0.003085182,0.004122607,0.0005086795,0.003542065,0.003106789],"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":[0.0002649821,0.001425949,0.3085775,0.00330738,0.00007536756,0.004760441,0.1660995,0.0007894112,0.0073954,0.01266427,0.02875183,0.465888],"study_design_scores_gemma":[0.00004079777,0.001542585,0.8333429,0.001683448,0.00003781913,0.001183197,0.05983541,0.001515994,0.001271479,0.001596065,0.09787741,0.00007289119],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9536297,0.002501057,0.0005696448,0.01689684,0.0002064902,0.0003501694,0.0001105765,0.00002887344,0.02570667],"genre_scores_gemma":[0.9805361,0.003330211,0.001639393,0.005698637,0.00006595461,0.0001408937,0.00006955588,0.00001304757,0.008506278],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1403736,"threshold_uncertainty_score":0.2791132,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02108974027227973,"score_gpt":0.2457018143871725,"score_spread":0.2246120741148927,"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."}}