{"id":"W2081181205","doi":"10.1097/00007632-200110010-00020","title":"A Systematic Review of the Prognosis of Acute Whiplash and a New Conceptual Framework to Synthesize the Literature","year":2001,"lang":"en","type":"review","venue":"Spine","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":395,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Work & Health","funders":"","keywords":"Whiplash; Medicine; Systematic review; Neck pain; Population; Cohort; Physical therapy; MEDLINE; Physical medicine and rehabilitation; Poison control; Alternative medicine; Medical emergency; Internal medicine; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000707865,0.0002903209,0.002589128,0.00006640513,0.00003242452,0.00001079827,0.0002459394,0.0002453803,0.00005365418],"category_scores_gemma":[0.003671324,0.0001107854,0.0007406577,0.001040018,0.0001717235,0.00001996022,0.00008022247,0.0004095333,0.000006455592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003118137,"about_ca_system_score_gemma":0.0001968419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004192285,"about_ca_topic_score_gemma":8.874794e-7,"domain_scores_codex":[0.9977913,0.0004519027,0.001000774,0.0002441959,0.0003686272,0.0001431942],"domain_scores_gemma":[0.9977977,0.0005417236,0.0006257136,0.0007666323,0.0001645759,0.000103709],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000003283699,0.00003203478,0.000002582592,0.9726,0.0004899847,7.99283e-7,0.000412642,7.097411e-9,0.000002138475,0.0004874672,0.001012816,0.02495627],"study_design_scores_gemma":[0.00008186843,0.0002155462,0.00004213397,0.9346768,0.005696864,0.0000282247,0.00004098276,2.340928e-7,0.000001093959,0.00003958025,0.05908072,0.00009591873],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001879713,0.989609,0.00003135056,0.002282443,0.0001105687,0.007761281,0.00002603025,0.0000114752,0.0001490276],"genre_scores_gemma":[0.00002736638,0.9968954,0.0008880767,0.0006771607,0.0001366944,0.0002986441,0.00001602548,0.00002771208,0.001032892],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0580679,"threshold_uncertainty_score":0.4517698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02171253160261482,"score_gpt":0.3335244353432524,"score_spread":0.3118119037406376,"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."}}