{"id":"W1980384810","doi":"10.3109/09638288.2014.932448","title":"Clinical practice guidelines for the management of conditions related to traffic collisions: a systematic review by the OPTIMa Collaboration","year":2014,"lang":"en","type":"review","venue":"Disability and Rehabilitation","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Work & Health; Toronto Public Health; University of Alberta; Centre for Disability Prevention and Rehabilitation; Canadian Memorial Chiropractic College; University of Ontario Institute of Technology; University of Toronto","funders":"","keywords":"Whiplash; Psychological intervention; Systematic review; Evidence-based practice; Critical appraisal; Anxiety; Medicine; Best practice; MEDLINE; Poison control; Physical therapy; Psychology; Medical emergency; Psychiatry; Alternative 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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.00578692,0.0002577162,0.001877861,0.00002887473,0.0002827579,0.00001758883,0.0001458035,0.0001584508,0.000009091042],"category_scores_gemma":[0.02497222,0.000120511,0.0006434128,0.0006175446,0.0005739303,0.00007071781,0.00004343368,0.0001726168,0.000007078702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001178709,"about_ca_system_score_gemma":0.00008351944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008538556,"about_ca_topic_score_gemma":0.00001072829,"domain_scores_codex":[0.9954515,0.0009252047,0.002728815,0.0004236941,0.0003367848,0.0001339935],"domain_scores_gemma":[0.9843499,0.01211014,0.0007315264,0.0008050968,0.001932657,0.00007066371],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002851826,0.0002291094,0.00000320028,0.8115621,0.0008494576,9.915705e-8,0.0003031796,0.00000826514,1.897875e-8,0.001378063,0.03037412,0.1552639],"study_design_scores_gemma":[0.0003342214,0.0006016637,0.00008680989,0.3395959,0.01943345,0.000009023679,0.006986261,0.00006857949,9.017923e-9,0.00005711342,0.6326782,0.0001487386],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004889482,0.9451141,0.000119201,0.03603844,0.0003353623,0.0179893,0.0001970051,0.00002638442,0.0001313002],"genre_scores_gemma":[0.00008716998,0.990438,0.003652878,0.0005533408,0.00004267138,0.004829173,0.0002477268,0.00002024729,0.0001287644],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6023041,"threshold_uncertainty_score":0.9832408,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08781338156886818,"score_gpt":0.5072511434659109,"score_spread":0.4194377618970427,"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."}}