{"id":"W3024674627","doi":"10.1017/cem.2020.120","title":"LO65: Assessing opioid-prescribing patterns for low back pain patients before and after the implementation of clinician performance indicators in the emergency department","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"London Health Sciences Centre","funders":"","keywords":"Medicine; Opioid; Emergency department; Medical prescription; Emergency medicine; Addiction; Low back pain; Internal medicine; Psychiatry; Alternative medicine; Nursing","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":[0.002545492,0.0006759063,0.0007680741,0.001461984,0.0006826528,0.001427416,0.0005472234,0.000632302,0.003432382],"category_scores_gemma":[0.009816916,0.00040425,0.00104507,0.001000725,0.0002635585,0.001142312,0.001470061,0.001130385,0.0009229559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001417415,"about_ca_system_score_gemma":0.002447168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01123722,"about_ca_topic_score_gemma":0.02541984,"domain_scores_codex":[0.9983369,0.0004973138,0.0003345475,0.0001607821,0.0003709022,0.0002994472],"domain_scores_gemma":[0.9919906,0.001509255,0.003685085,0.0001990661,0.001145781,0.001470281],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003369417,0.001297696,0.9574602,0.0002094772,0.000251059,0.00006323694,0.0004777497,0.0003388132,0.0003595716,0.00008907316,0.003429179,0.03265449],"study_design_scores_gemma":[0.0002568786,0.00212139,0.9938475,0.00008204298,0.0001125493,0.0000751862,0.0006547793,0.0008153385,0.0002591727,0.00004946303,0.001688893,0.00003667271],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989813,0.0003305473,0.0006610811,0.0006075436,0.00008099384,0.0005375262,0.003216972,0.0001671363,0.004585274],"genre_scores_gemma":[0.9896178,0.0002500725,0.003239703,0.0004255787,0.00007354866,0.0006942993,0.002852088,0.00003246036,0.002814393],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01123722,"threshold_uncertainty_score":0.02234358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0430853348335809,"score_gpt":0.3461961170109382,"score_spread":0.3031107821773573,"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."}}