{"id":"W2080479816","doi":"10.2519/jospt.2013.4507","title":"Risk Factors for Persistent Problems Following Acute Whiplash Injury: Update of a Systematic Review and Meta-analysis","year":2013,"lang":"en","type":"review","venue":"Journal of Orthopaedic and Sports Physical Therapy","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":231,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Whiplash; Meta-analysis; Medicine; Whiplash injury; Physical medicine and rehabilitation; Medical emergency; Poison control; Internal 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":["metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.001590576,0.000491284,0.01094819,0.0003446529,0.00006526837,0.00002382464,0.0001109241,0.0001542756,0.00004119296],"category_scores_gemma":[0.0001691275,0.0002241328,0.01348326,0.0004515381,0.00009741593,0.0001331004,0.00002022767,0.0004017063,4.277838e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003166002,"about_ca_system_score_gemma":0.0001083403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004434432,"about_ca_topic_score_gemma":1.96712e-7,"domain_scores_codex":[0.9966372,0.0003140479,0.00190825,0.000303476,0.0006417429,0.0001952866],"domain_scores_gemma":[0.9955412,0.0004381405,0.003119159,0.0003424782,0.0002972592,0.0002618266],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00002558709,0.000248394,0.0001009277,0.6931731,0.2924587,0.000003251075,0.0002436819,5.585011e-7,0.000002021174,0.00001406995,0.00007623605,0.01365353],"study_design_scores_gemma":[0.0004513128,0.001195158,0.00006325404,0.03841218,0.9527348,0.00001394202,0.00007091787,0.00001344994,2.577269e-7,0.00007162082,0.006743016,0.0002301556],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.008474622,0.9870614,0.00007510432,0.0001149619,0.00005312308,0.004153953,0.00005366558,0.000006513703,0.000006599101],"genre_scores_gemma":[0.005184123,0.9940416,0.0002308156,0.00008520255,0.0000735397,0.0001432777,0.00003829348,0.00003896834,0.0001641597],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.660276,"threshold_uncertainty_score":0.9963965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05156055321206306,"score_gpt":0.3487482001919268,"score_spread":0.2971876469798638,"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."}}