{"id":"W3044548017","doi":"10.1016/j.spinee.2020.04.020","title":"Pain management research","year":2020,"lang":"en","type":"article","venue":"The Spine Journal","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Journal of Communication (Canada)","funders":"National Institute of Arthritis and Musculoskeletal and Skin Diseases","keywords":"Medicine; Addiction; Pain management; Opioid; Pain control; Medical prescription; Perioperative; Opioid epidemic; Chronic pain; Prescription Drug Misuse; Intensive care medicine; Physical therapy; Psychiatry; Nursing; Anesthesia","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":[0.005976445,0.000493095,0.0005886469,0.002809667,0.00132923,0.003263703,0.001251439,0.001366784,0.05476838],"category_scores_gemma":[0.0147801,0.0002763981,0.0009483959,0.002428197,0.001020898,0.001667741,0.001263024,0.002325912,0.007511975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002347479,"about_ca_system_score_gemma":0.007506815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004515855,"about_ca_topic_score_gemma":0.007085262,"domain_scores_codex":[0.9954744,0.001439288,0.0005033175,0.0004449487,0.00161595,0.0005221586],"domain_scores_gemma":[0.9884619,0.003502194,0.001194241,0.0008116105,0.00495267,0.001077431],"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":[0.0007445201,0.002288937,0.0159279,0.003708288,0.0002786213,0.0004668076,0.001035949,0.0001088999,0.004877716,0.02410546,0.1329433,0.8135136],"study_design_scores_gemma":[0.0006905034,0.002643642,0.1041416,0.01215023,0.0005879556,0.003431902,0.003438101,0.0003633836,0.005995037,0.01325882,0.8532205,0.00007838391],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.06951647,0.2026347,0.0066522,0.1020709,0.01481056,0.001903647,0.005153461,0.0001896739,0.5970685],"genre_scores_gemma":[0.4673053,0.2558912,0.01890968,0.06830437,0.02232181,0.003206939,0.009478449,0.0001910305,0.1543912],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05476838,"threshold_uncertainty_score":0.1832185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09341393294075044,"score_gpt":0.3716128052480236,"score_spread":0.2781988723072731,"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."}}