{"id":"W4387451284","doi":"10.1080/21679169.2023.2262518","title":"Role of Bio-Psychosocial factors in return to work following a compensable knee injury","year":2023,"lang":"en","type":"article","venue":"European Journal of Physiotherapy","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Psychosocial; Anxiety; Medicine; Depression (economics); Referral; Rehabilitation; Cross-sectional study; Physical therapy; Psychology; Clinical psychology; Psychiatry; Family 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008973571,0.0001101016,0.0003450619,0.000332847,0.00002914005,0.00001088662,0.0001155378,0.00002280259,0.00005629827],"category_scores_gemma":[0.00009337051,0.0000825726,0.0003049328,0.0008447305,0.00002911977,0.00006772287,0.00001495636,0.0001911024,0.00003161396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000403231,"about_ca_system_score_gemma":0.00003673764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000635759,"about_ca_topic_score_gemma":0.000001288454,"domain_scores_codex":[0.9986446,0.000284727,0.0004676285,0.0001101362,0.0003260966,0.0001668087],"domain_scores_gemma":[0.9993946,0.00009040258,0.0001885899,0.0001411766,0.0000711278,0.0001141006],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0006639369,0.00017799,0.07077536,0.00007629431,0.0001008659,0.00001601374,0.006083035,0.00005034209,0.9078913,0.0000127227,0.001874122,0.01227802],"study_design_scores_gemma":[0.001680587,0.001484518,0.9873669,0.0009001485,0.00001023403,6.628433e-7,0.001495544,0.00001107597,0.004013267,0.0001344558,0.002798991,0.0001036145],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976794,0.0001137736,0.00002342421,0.0005705199,0.0002962505,0.0001865495,0.000001306826,0.00001769219,0.001111098],"genre_scores_gemma":[0.9987555,0.00002357849,0.0004773368,0.0001918516,0.0002925227,5.490864e-7,0.000002167697,0.00003730157,0.0002192054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9165915,"threshold_uncertainty_score":0.3367213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01158290802727162,"score_gpt":0.3069979360065598,"score_spread":0.2954150279792881,"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."}}