{"id":"W1573200049","doi":"10.1111/j.1533-2500.2012.00586.x","title":"Treatment Outcomes for Workers Compensation Patients in a US‐Based Interdisciplinary Pain Management Program","year":2012,"lang":"en","type":"article","venue":"Pain Practice","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Physical therapy; Visual analogue scale; Beck Depression Inventory; Anxiety; Pain catastrophizing; State-Trait Anxiety Inventory; Depression (economics); Chronic pain; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003294598,0.0001588744,0.0002167842,0.0001514371,0.00007072454,0.00001687743,0.00003933888,0.0000644173,0.00001820425],"category_scores_gemma":[0.001652028,0.000118527,0.000134148,0.000175146,0.00003106822,0.0002524859,0.00002649089,0.00008019551,0.00001740695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003884828,"about_ca_system_score_gemma":0.00002214866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003935416,"about_ca_topic_score_gemma":0.00001995123,"domain_scores_codex":[0.9981209,0.0008488637,0.0003142845,0.0002073362,0.0002172292,0.0002914092],"domain_scores_gemma":[0.9968226,0.002653479,0.0001446419,0.0001883017,0.00008122618,0.0001097571],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006809405,0.005638049,0.7471002,0.000660679,0.0001179366,0.000001962267,0.0009788835,0.00002177119,0.00001395418,0.00008342458,0.0005552862,0.2441469],"study_design_scores_gemma":[0.004294449,0.002424866,0.9560736,0.0001931115,0.0001498335,3.960955e-7,0.003438318,0.007014576,0.000007187507,0.00004895232,0.02620177,0.0001529729],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9344988,0.0001137428,0.0220331,0.02147574,0.0004527382,0.01302485,0.000006798797,0.0002394414,0.008154739],"genre_scores_gemma":[0.9520791,0.000005248989,0.04477697,0.001236241,0.00005399433,0.001384612,0.0001684948,0.00002183621,0.0002734588],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.243994,"threshold_uncertainty_score":0.4833389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02082681726913,"score_gpt":0.3672812564565903,"score_spread":0.3464544391874603,"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."}}