{"id":"W1974787624","doi":"10.1002/1529-0131(200012)13:6<443::aid-art16>3.0.co;2-f","title":"The engineering of whiplash: A clinician's work is never done","year":2000,"lang":"en","type":"review","venue":"Arthritis & Rheumatism","topic":"Automotive and Human Injury Biomechanics","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Citation; Whiplash; Library science; Medicine; Psychology; Poison control; Computer science; Medical emergency","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_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004060885,0.0004777909,0.002125011,0.0002042958,0.0001629225,0.00004627059,0.0003005849,0.0004164359,0.001022858],"category_scores_gemma":[0.0000930262,0.0003478889,0.0007609352,0.0004636322,0.0001245841,0.0001026643,0.00009471703,0.0006871102,0.0006037466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006803913,"about_ca_system_score_gemma":0.0002184896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002389985,"about_ca_topic_score_gemma":0.00001220666,"domain_scores_codex":[0.9973049,0.00007914699,0.001340794,0.0004157626,0.0003995268,0.0004599039],"domain_scores_gemma":[0.997884,0.0004393534,0.0006551172,0.0007987164,0.00007650135,0.0001462579],"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":[0.00001065807,0.00004381091,0.000001920007,0.002061978,0.0002928301,0.00002021035,0.0001625652,5.740234e-8,1.257142e-7,0.0006945977,0.01080353,0.9859077],"study_design_scores_gemma":[0.0004684127,0.0001834955,0.00002862698,0.08455895,0.0003161854,0.00008907585,0.000009627478,0.000005658944,0.000001558274,0.0001630012,0.9138973,0.0002780746],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007235878,0.9971344,0.00003734589,0.00009712692,0.0007049994,0.000839838,0.00009512089,0.00008771615,0.0009310227],"genre_scores_gemma":[0.0001017392,0.9967253,0.0002886353,0.0001421382,0.0002151787,0.00009314872,0.00007743035,0.0001104805,0.00224593],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9856296,"threshold_uncertainty_score":0.9998973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03100771137103467,"score_gpt":0.3015876710984839,"score_spread":0.2705799597274492,"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."}}