{"id":"W2474458780","doi":"10.2217/pmt-2016-0004","title":"Chronic Postsurgical Pain and Persistent Opioid Use Following Surgery: The Need For A Transitional Pain Service","year":2016,"lang":"en","type":"article","venue":"Pain Management","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":114,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; York University; University of Toronto","funders":"Canadian Institutes of Health Research; University of Toronto","keywords":"Medicine; Opioid; Chronic pain; Pain management; Anesthesia; Surgery; Physical therapy; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005146962,0.0002472979,0.0003145347,0.0001130647,0.00019034,0.00005463587,0.00009389016,0.000057944,0.00008061515],"category_scores_gemma":[0.000216352,0.000144208,0.0004125112,0.00017532,0.00004148115,0.00008539117,0.00004952268,0.0000595301,0.00001421798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002881457,"about_ca_system_score_gemma":0.00006005962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005677188,"about_ca_topic_score_gemma":0.00003500302,"domain_scores_codex":[0.9978231,0.0006605157,0.0002947242,0.0004181064,0.0003670659,0.0004365224],"domain_scores_gemma":[0.99676,0.002626056,0.00005645632,0.0003667241,0.00005421964,0.0001365997],"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":[0.001385459,0.001447879,0.1002944,0.00438673,0.006367497,0.0004382563,0.003859175,0.00006658144,0.000829203,0.004162319,0.036292,0.8404705],"study_design_scores_gemma":[0.0214251,0.002854304,0.234868,0.004734448,0.003984617,0.00003552511,0.01304848,0.03132218,0.00008843488,0.001631441,0.6843388,0.001668705],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5830449,0.004936461,0.1143309,0.2873182,0.0004450314,0.008955175,0.0001107586,0.0003866644,0.0004718821],"genre_scores_gemma":[0.9867132,0.0002560468,0.001343254,0.00949209,0.0001605616,0.0008319111,0.0001404467,0.00004995548,0.001012484],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8388018,"threshold_uncertainty_score":0.5880631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01886049598092177,"score_gpt":0.2396087267563385,"score_spread":0.2207482307754167,"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."}}