{"id":"W1979342575","doi":"10.1002/mus.20060","title":"Whiplash: Pathophysiology, diagnosis, treatment, and prognosis","year":2004,"lang":"en","type":"review","venue":"Muscle & Nerve","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":103,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Whiplash; Medicine; Physical therapy; Rehabilitation; Physical medicine and rehabilitation; Disfigurement; Neck pain; Observational study; Intensive care medicine; Surgery; Poison control; Emergency medicine; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001539363,0.0004914874,0.001651302,0.0001801017,0.00008882472,0.00002405632,0.00007365486,0.0004508323,0.00009934971],"category_scores_gemma":[0.0001443754,0.0003159666,0.0007559587,0.000258619,0.0001432298,0.0000518471,0.00004860841,0.0002564623,0.0001001943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002871855,"about_ca_system_score_gemma":0.0002470904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001263604,"about_ca_topic_score_gemma":0.00001776134,"domain_scores_codex":[0.9982081,0.0002172718,0.0005000096,0.0006287467,0.0001267858,0.0003190697],"domain_scores_gemma":[0.998773,0.0003468451,0.0002056405,0.0004112693,0.00004974778,0.0002134373],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005089954,0.000375653,0.0001507568,0.04351078,0.0001598542,0.00001296503,0.00009577844,9.846282e-8,0.000007423338,0.00008179599,0.0002285928,0.9553712],"study_design_scores_gemma":[0.0009298312,0.001571101,0.004568341,0.02501172,0.001362762,0.000009980829,0.00002973421,0.000001080307,0.000001974357,0.0001846273,0.9659736,0.0003553026],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00233599,0.9942822,0.000001521651,0.0002200123,0.0002089229,0.002330136,0.00005125524,0.0001001049,0.000469882],"genre_scores_gemma":[0.0006395127,0.9961244,0.0003131978,0.00006189784,0.0003265617,0.001647103,0.0004305886,0.00007259905,0.000384143],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.965745,"threshold_uncertainty_score":0.9999292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03809055370282157,"score_gpt":0.3348399779053114,"score_spread":0.2967494242024899,"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."}}