{"id":"W2338394006","doi":"10.1097/j.pain.0000000000000580","title":"Predicting pain outcomes after traumatic musculoskeletal injury","year":2016,"lang":"en","type":"article","venue":"Pain","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":71,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; St. Michael's Hospital; Health Sciences Centre; York University; University of Toronto; Sunnybrook Health Science Centre","funders":"Canada Research Chairs; York University","keywords":"Medicine; Neuropathic pain; Anxiety; Depression (economics); Physical therapy; Chronic pain; Observational study; Pain catastrophizing; Incidence (geometry); Anesthesia; Internal medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001066177,0.0003178444,0.0003239972,0.0009125476,0.0005040865,0.0006647459,0.00043437,0.0005066835,0.001510941],"category_scores_gemma":[0.005998166,0.0001869878,0.0004732659,0.0006984596,0.0002716558,0.0006513306,0.0009752106,0.0007349005,0.0003198244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002777364,"about_ca_system_score_gemma":0.0003743598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002981611,"about_ca_topic_score_gemma":0.006042732,"domain_scores_codex":[0.9994118,0.0002092017,0.00008947364,0.00004932794,0.0001198393,0.0001203859],"domain_scores_gemma":[0.9971719,0.0005229664,0.001532445,0.00006879379,0.0002653691,0.000438564],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007205072,0.00008124756,0.9980994,0.00000791011,0.00001378176,0.00002219639,0.00004424179,0.00003937611,0.00003321977,0.000004739637,0.00004571902,0.001536057],"study_design_scores_gemma":[0.000006623694,0.0002737723,0.9990753,0.00001152712,0.0000114112,0.00008448392,0.0002053859,0.0002081985,0.00003311762,0.00003178906,0.00005429873,0.000004150852],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993657,0.0001171249,0.00006256041,0.00003665139,0.000005332031,0.00001401075,0.0001584276,0.000002444737,0.0002377218],"genre_scores_gemma":[0.9991033,0.0001310821,0.0001154125,0.00001643316,0.00001166555,0.00001765935,0.0004576708,8.304709e-7,0.0001458441],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002981611,"threshold_uncertainty_score":0.005928516,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008786160417462212,"score_gpt":0.2796548127524581,"score_spread":0.2708686523349959,"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."}}