{"id":"W4303672026","doi":"10.22541/au.166525207.79520772/v1","title":"Factors influencing general practitioners’ prescribing choices for patients with chronic low back pain: a discrete choice experiment","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Sciatica; Adverse effect; Opioid; Chronic pain; Low back pain; Physical therapy; Back pain; Internal medicine; Alternative 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":[0.01918798,0.0007122495,0.0008962102,0.0003407768,0.001195018,0.002161768,0.0009711971,0.002578491,0.01047357],"category_scores_gemma":[0.04266556,0.0008085862,0.001300109,0.0003841893,0.001995095,0.001319355,0.00110034,0.002820761,0.000869669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001333092,"about_ca_system_score_gemma":0.002363033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001387638,"about_ca_topic_score_gemma":0.001442293,"domain_scores_codex":[0.9863131,0.01049062,0.0008001297,0.0007565519,0.0008492083,0.0007902948],"domain_scores_gemma":[0.9086944,0.07869483,0.00659353,0.002133416,0.001115075,0.002768718],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.3071092,0.3506244,0.1794323,0.003044476,0.001723084,0.00111697,0.03455854,0.01865672,0.01819418,0.006890046,0.004428056,0.074222],"study_design_scores_gemma":[0.1689512,0.5283173,0.1605534,0.0006005869,0.001301472,0.0004161422,0.01176508,0.09120947,0.008764198,0.01601251,0.01138433,0.0007243466],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960229,0.00002496291,0.0007586876,0.0002817446,0.00004086398,0.00189885,0.0001491844,0.00000716696,0.0008156278],"genre_scores_gemma":[0.9822275,0.0000734471,0.007111805,0.0008567911,0.000070864,0.008361606,0.000166006,0.000004719801,0.001127399],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01918798,"threshold_uncertainty_score":0.101477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02770101607203283,"score_gpt":0.2970410245762529,"score_spread":0.26934000850422,"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."}}