{"id":"W2589541599","doi":"10.1503/cmaj.1095393","title":"Proposed opioid prescribing guidelines meet backlash","year":2017,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Pain Management and Opioid Use","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Backlash; Opioid-Related Disorders; Computer science; Opioid; Medicine; Data science; Opioid epidemic; Artificial intelligence; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.02691986,0.0008324189,0.001149412,0.002473303,0.005732312,0.009070685,0.005352453,0.02133708,0.0107143],"category_scores_gemma":[0.1243549,0.001022225,0.002265234,0.001752953,0.004465651,0.004720665,0.003373961,0.01803254,0.005563133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01120952,"about_ca_system_score_gemma":0.1244802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1160147,"about_ca_topic_score_gemma":0.2491752,"domain_scores_codex":[0.9519002,0.006574882,0.005818005,0.001689735,0.03005575,0.003961425],"domain_scores_gemma":[0.8011301,0.02489501,0.007371162,0.006915023,0.1454432,0.0142455],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006361954,0.0004779823,0.003662987,0.0005656689,0.00005644077,0.00032197,0.001048253,0.0009412735,0.0009047902,0.06455351,0.8394371,0.08796647],"study_design_scores_gemma":[0.0001741065,0.0002704106,0.007930539,0.002546342,0.0001054634,0.000325994,0.0009122817,0.00138281,0.0008486898,0.02481815,0.9605134,0.0001718857],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.004156067,0.004643787,0.00630249,0.9080176,0.01903247,0.0003968032,0.0006931255,0.00071526,0.05604236],"genre_scores_gemma":[0.06660067,0.01154392,0.07042833,0.7698935,0.01087134,0.0009840557,0.002613118,0.000349653,0.06671543],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1160147,"threshold_uncertainty_score":0.2306788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03010777141749,"score_gpt":0.3017615935760709,"score_spread":0.2716538221585809,"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."}}