{"id":"W3024602265","doi":"10.1080/24740527.2020.1768836","title":"Pain management program outcomes in veterans with chronic pain and comparison with nonveterans","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Pain","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; McMaster University Medical Centre","funders":"Chronic Pain Centre of Excellence for Canadian Veterans","keywords":"Medicine; Multivariate analysis of variance; Pain catastrophizing; Chronic pain; Population; Physical therapy; Coping (psychology); Pain management; Clinical psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004112786,0.0001166414,0.00024157,0.0005398724,0.0005521975,0.0005088586,0.0001899324,0.0002576736,0.001502959],"category_scores_gemma":[0.001220656,0.00009824132,0.0002523674,0.0005631802,0.0002876415,0.0002140504,0.0003784987,0.0002475374,0.00007894117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001043241,"about_ca_system_score_gemma":0.001040168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0420536,"about_ca_topic_score_gemma":0.08562463,"domain_scores_codex":[0.9996883,0.00006597654,0.00002100166,0.00002844474,0.00008489552,0.0001114959],"domain_scores_gemma":[0.999419,0.00007395032,0.0001701788,0.00001001577,0.00008733386,0.0002396084],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005861403,0.0006330136,0.9884598,0.00004491308,0.0001183688,0.00005942163,0.0006566622,0.00005997816,0.0002548941,0.00002798676,0.0001868857,0.008911885],"study_design_scores_gemma":[0.00005498897,0.001059996,0.9970711,0.00001735603,0.00002790527,0.00006586536,0.001342839,0.0000906053,0.00003428448,0.00001197083,0.0002207106,0.000002262133],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995055,0.0001281563,0.000005707887,0.00002495508,0.000002411648,0.00001017625,0.00004485232,4.128066e-7,0.0002778411],"genre_scores_gemma":[0.9995522,0.0001334539,0.00002056881,0.00003018528,0.000005482838,0.00001142685,0.0001203913,4.709034e-7,0.0001258842],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0420536,"threshold_uncertainty_score":0.08361769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01233321888575348,"score_gpt":0.2605679745894143,"score_spread":0.2482347557036609,"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."}}