{"id":"W2160361051","doi":"10.1586/ern.09.20","title":"Transition from acute to chronic postsurgical pain: risk factors and protective factors","year":2009,"lang":"en","type":"review","venue":"Expert Review of Neurotherapeutics","topic":"Anesthesia and Pain Management","field":"Medicine","cited_by":769,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; York University","funders":"","keywords":"Chronic pain; Medicine; Analgesic; Psychosocial; Acute pain; Epidemiology; Physical therapy; Intensive care medicine; Anesthesia; Psychiatry; Internal medicine","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":[0.0002723828,0.0001846613,0.0002598074,0.000803157,0.0004315173,0.0007331884,0.0001853415,0.0005398364,0.001900782],"category_scores_gemma":[0.000925258,0.0001181571,0.000232818,0.0009700065,0.000429847,0.0006064299,0.000443059,0.0007728589,0.0002027144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002840065,"about_ca_system_score_gemma":0.0005000152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001791424,"about_ca_topic_score_gemma":0.002737292,"domain_scores_codex":[0.9997925,0.00004907687,0.00003364799,0.00002690509,0.00005268058,0.00004517932],"domain_scores_gemma":[0.9994841,0.0001849855,0.0002135175,0.00000769233,0.00004395015,0.00006579338],"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":[0.0002176639,0.0001918667,0.8837009,0.00101704,0.0001301603,0.002459083,0.0008050712,0.0001456698,0.001180097,0.002682125,0.002308187,0.1051621],"study_design_scores_gemma":[0.000006195799,0.000248313,0.9797524,0.000726449,0.00008413882,0.008689881,0.001478484,0.0001394837,0.0001027407,0.001490748,0.0072665,0.00001453017],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.531253,0.4379438,0.002191431,0.01439228,0.0003088147,0.00006532951,0.0004087386,0.00003229583,0.01340441],"genre_scores_gemma":[0.8227341,0.1727488,0.001116583,0.0009444469,0.0006036936,0.00003986137,0.0002519031,0.000005547855,0.001555245],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.001900782,"threshold_uncertainty_score":0.006358802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04508763058877639,"score_gpt":0.3537442635995585,"score_spread":0.3086566330107821,"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."}}