{"id":"W2100521812","doi":"10.2522/ptj.20110071","title":"Development of a Cumulative Psychosocial Factor Index for Problematic Recovery Following Work-Related Musculoskeletal Injuries","year":2011,"lang":"en","type":"article","venue":"Physical Therapy","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Canadian Institutes of Health Research","keywords":"Psychosocial; Physical therapy; Medicine; Psychological intervention; Logistic regression; Depression (economics); Prospective cohort study; Pain catastrophizing; Clinical psychology; Psychology; Chronic pain; Psychiatry; Internal medicine","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":[0.002069946,0.0006391421,0.0004164052,0.001928849,0.0003005037,0.0008134093,0.0005662736,0.0004683392,0.00191041],"category_scores_gemma":[0.007067365,0.0002253779,0.000923517,0.0007846663,0.0002345988,0.0006104881,0.001026954,0.0008424789,0.0002578517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004160197,"about_ca_system_score_gemma":0.0006037177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00136427,"about_ca_topic_score_gemma":0.00189287,"domain_scores_codex":[0.9990469,0.0002997001,0.0001739274,0.00008669543,0.0003069109,0.00008597336],"domain_scores_gemma":[0.9948277,0.001524117,0.002235174,0.0002552665,0.0006612498,0.0004964877],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001169059,0.000117783,0.9935495,0.0000120545,0.00005437601,0.00002414815,0.00004899662,0.0001500701,0.0001519015,0.00001480071,0.0000727415,0.005686657],"study_design_scores_gemma":[0.00001175398,0.0005193921,0.9968065,0.00001249398,0.00004685323,0.0001720365,0.0001094264,0.001940166,0.000179627,0.00004468669,0.0001467875,0.00001033427],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997631,0.000111846,0.001177828,0.00004937463,0.000009804013,0.0001583466,0.0002477866,0.00001769031,0.0005963645],"genre_scores_gemma":[0.9966247,0.00005990464,0.002696421,0.000009331868,0.000009552283,0.0001036862,0.0003578151,0.000003192341,0.000135422],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002069946,"threshold_uncertainty_score":0.01094705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0394494397085474,"score_gpt":0.3346890401620075,"score_spread":0.29523960045346,"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."}}