{"id":"W4387948682","doi":"10.1007/s11096-023-01649-y","title":"Understanding general practitioners’ prescribing choices to patients with chronic low back pain: a discrete choice experiment","year":2023,"lang":"en","type":"article","venue":"International Journal of Clinical Pharmacy","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Advancing Health Outcomes; St. Paul's Hospital; University of British Columbia","funders":"National Health and Medical Research Council; University of Sydney","keywords":"Medicine; Pharmacy; Low back pain; Chronic pain; Alternative medicine; Physical therapy; Family medicine","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":[0.01562327,0.0005972969,0.0008125775,0.0003116404,0.0009732655,0.002327396,0.000869596,0.002465716,0.01030871],"category_scores_gemma":[0.05715594,0.0007101014,0.001210602,0.0003577912,0.001865539,0.00144258,0.000992379,0.002461123,0.000717697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001762151,"about_ca_system_score_gemma":0.002057434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002127559,"about_ca_topic_score_gemma":0.001965569,"domain_scores_codex":[0.9887072,0.008792191,0.0005799527,0.0007422374,0.0006542015,0.0005241419],"domain_scores_gemma":[0.8830801,0.1044361,0.00727264,0.002021417,0.0009560575,0.002233726],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.2296196,0.2787135,0.2473788,0.003552863,0.002109019,0.001464987,0.06952401,0.04139898,0.01512888,0.01271135,0.004951991,0.0934461],"study_design_scores_gemma":[0.1525026,0.4239236,0.1915992,0.0008398038,0.001466685,0.0005144544,0.02496617,0.152403,0.005971494,0.03296669,0.01208252,0.0007637645],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971745,0.00002182523,0.0005880852,0.0002962128,0.00002317429,0.0009381372,0.000092931,0.000004676785,0.0008604259],"genre_scores_gemma":[0.9893759,0.00007247725,0.004982426,0.0007207004,0.00004523415,0.003864121,0.0001340828,0.000003001329,0.000802047],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01562327,"threshold_uncertainty_score":0.08262473,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1635276605768858,"score_gpt":0.4566894431262055,"score_spread":0.2931617825493197,"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."}}