{"id":"W2097700246","doi":"10.1093/fampra/cmn106","title":"'I've broken my neck or something!' The general practice experience of whiplash","year":2009,"lang":"en","type":"article","venue":"Family Practice","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Élisabeth Bruyère Hospital; University of Ottawa","funders":"Johns Hopkins University","keywords":"Whiplash; Medicine; Neck pain; Physical therapy; Medical emergency; Poison control; 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":[0.001520349,0.0001819256,0.0002882991,0.00008393425,0.0001543044,0.00004426152,0.0002006695,0.0001369243,0.00007633428],"category_scores_gemma":[0.02070347,0.0001081741,0.0001274269,0.0005049152,0.0001618425,0.001084918,0.00004192965,0.0005032682,0.00007731465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006654087,"about_ca_system_score_gemma":0.0002318002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000189881,"about_ca_topic_score_gemma":0.000002937552,"domain_scores_codex":[0.997694,0.0005355194,0.0004684772,0.0003302647,0.0006945998,0.0002771865],"domain_scores_gemma":[0.9947409,0.003564132,0.000418825,0.0006200549,0.0005293378,0.0001267255],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01496062,0.006124564,0.00160969,0.001167963,0.000714139,0.0002010918,0.1321222,0.0002915874,0.6351394,0.01826384,0.08778562,0.1016193],"study_design_scores_gemma":[0.003600677,0.004554572,0.1778778,0.0003763708,0.0006278742,0.0002444636,0.08646298,0.001195223,0.003411897,0.0004249366,0.7206969,0.0005262652],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8539283,0.0009217207,0.0008235569,0.03075215,0.0005472914,0.001016113,0.000003492338,0.00009754918,0.1119099],"genre_scores_gemma":[0.9180011,0.0004272415,0.04770508,0.02853853,0.0004471964,0.00003537436,0.00001042136,0.0000244478,0.004810568],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6329113,"threshold_uncertainty_score":0.9875455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02967352227655372,"score_gpt":0.3657786976889959,"score_spread":0.3361051754124422,"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."}}