{"id":"W2046549317","doi":"10.1007/s005860100337","title":"The plasticity of whiplash theories","year":2001,"lang":"en","type":"letter","venue":"European Spine Journal","topic":"Dynamics and Control of Mechanical Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Workers Compensation Board of Alberta","funders":"","keywords":"Whiplash; Medicine; Neurosurgery; Physical medicine and rehabilitation; Poison control; Medical emergency; Psychiatry","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":[],"consensus_categories":[],"category_scores_codex":[0.0006249145,0.0002358373,0.0003324955,0.00005401782,0.0001380588,0.000182002,0.0006156121,0.0001150224,0.0000572783],"category_scores_gemma":[0.00008973344,0.0001458428,0.0002080928,0.00007612063,0.00004500132,0.00004395667,0.00005491553,0.001979222,0.00007616312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005357233,"about_ca_system_score_gemma":0.00001918897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001194527,"about_ca_topic_score_gemma":0.000003169401,"domain_scores_codex":[0.9984053,0.0001957878,0.0005947824,0.0001016051,0.0003678322,0.0003347096],"domain_scores_gemma":[0.999336,0.00007973967,0.0002309367,0.0002028604,0.00008720289,0.00006327505],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000509757,0.000005367358,0.000004714806,0.00005859894,0.0002254308,0.0004341356,0.00002324042,0.001642255,0.0002723055,0.0008436942,0.9895679,0.006917233],"study_design_scores_gemma":[0.0002604284,0.00006966772,0.0001645321,0.0001717178,0.00004250495,0.0002067319,0.000009115981,0.003438775,0.000006102038,0.0005886257,0.994866,0.0001758036],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.004067778,0.007334937,0.1866457,0.2770448,0.02288253,0.0006680795,0.0001226128,0.0005649517,0.5006686],"genre_scores_gemma":[0.492282,0.01321022,0.001512963,0.2001791,0.2127748,0.00002059871,0.00009972871,0.002113171,0.07780744],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4882142,"threshold_uncertainty_score":0.8598843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005683609579624279,"score_gpt":0.1788850050956073,"score_spread":0.173201395515983,"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."}}