{"id":"W1927024002","doi":"10.1111/pme.12760","title":"Acute Pain Medicine in the United States: A Status Report","year":2015,"lang":"en","type":"article","venue":"Pain Medicine","topic":"Pain Management and Opioid Use","field":"Medicine","cited_by":108,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; National Institute of General Medical Sciences; National Institute on Drug Abuse; National Institutes of Health; Mallinckrodt Pharmaceuticals","keywords":"Medicine; Pain medicine; Acute pain; Family medicine; Psychiatry; Anesthesia; Anesthesiology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.002558656,0.0005335273,0.0003012751,0.004493339,0.0008290423,0.002413986,0.0006987329,0.0007913679,0.005046944],"category_scores_gemma":[0.004062151,0.0002384167,0.0006191842,0.006512841,0.0004333832,0.001659277,0.00185221,0.001234798,0.001696734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00155965,"about_ca_system_score_gemma":0.005736667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02895623,"about_ca_topic_score_gemma":0.03631661,"domain_scores_codex":[0.9980893,0.0002187879,0.0004175479,0.000163964,0.0009028501,0.000207649],"domain_scores_gemma":[0.9917837,0.0008258529,0.002006078,0.0001495463,0.004034886,0.001199892],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001262898,0.000501939,0.6841827,0.002131118,0.0001782501,0.0003866884,0.001049289,0.0003131115,0.0003160398,0.001082751,0.1984022,0.1113296],"study_design_scores_gemma":[0.00003022739,0.0001648922,0.8601962,0.001767066,0.0001443419,0.0004333436,0.003676875,0.0003528836,0.000236382,0.0003958191,0.1325659,0.00003588663],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.3953625,0.1479055,0.003261221,0.07279527,0.006193079,0.001814846,0.2271782,0.00103196,0.1444575],"genre_scores_gemma":[0.6705449,0.1373141,0.004920241,0.01112856,0.004311875,0.001968784,0.1535065,0.0001125201,0.01619259],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.02895623,"threshold_uncertainty_score":0.0575754,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04225382522658513,"score_gpt":0.327000334876957,"score_spread":0.2847465096503718,"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."}}