{"id":"W1978644966","doi":"10.1007/s10926-011-9324-2","title":"Readiness for Change Predicts Outcomes of Functional Rehabilitation Following Motor Vehicle Accident","year":2011,"lang":"en","type":"article","venue":"Journal of Occupational Rehabilitation","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Saskatchewan Health Authority; Saskatoon City Hospital; University of Manitoba","funders":"","keywords":"Rehabilitation; Health psychology; Logistic regression; Physical therapy; Psychology; Physical medicine and rehabilitation; Multilevel model; Medicine; Public health","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00115135,0.0003745192,0.0005158006,0.000786912,0.0008689327,0.00138,0.0007711871,0.001884881,0.003576552],"category_scores_gemma":[0.01110153,0.0003013538,0.00104091,0.0004961648,0.0006216167,0.0008334257,0.001083509,0.002308385,0.0006628601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004973813,"about_ca_system_score_gemma":0.001070363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007727995,"about_ca_topic_score_gemma":0.009798379,"domain_scores_codex":[0.9990681,0.0001765611,0.0001055669,0.0001110096,0.0001460611,0.0003928459],"domain_scores_gemma":[0.9920241,0.001800126,0.00267665,0.0003281079,0.0007240694,0.002446976],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003548271,0.0006934174,0.9960988,0.00001187822,0.00006454065,0.0000618514,0.0001241535,0.0001287541,0.0001498515,0.00002951395,0.000133471,0.002148826],"study_design_scores_gemma":[0.000004581728,0.0002185644,0.999241,0.000005167943,0.00001471251,0.0000334187,0.0001721244,0.0001841325,0.00003426194,0.00003717567,0.00004965232,0.000005143315],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988294,0.00009257821,0.00003771417,0.0001474384,0.00001610364,0.00001912888,0.00009244922,0.000005216683,0.0007599986],"genre_scores_gemma":[0.9994674,0.00004149566,0.00003270107,0.00002435755,0.00001446031,0.000008857471,0.0001687667,0.000001799858,0.0002402328],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007727995,"threshold_uncertainty_score":0.01536602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06875010181361565,"score_gpt":0.3467741445422644,"score_spread":0.2780240427286488,"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."}}