{"id":"W2243004085","doi":"10.1302/2048-0105.41.360315","title":"Whiplash associated disorder","year":2015,"lang":"en","type":"article","venue":"Bone and Joint 360","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Whiplash; Whiplash injury; Physical medicine and rehabilitation; Medicine; Neck pain; Mechanism (biology); Physical therapy; Poison control; Medical emergency; Pathology; Alternative 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":[],"consensus_categories":[],"category_scores_codex":[0.0003033367,0.00005748396,0.0001593245,0.00004290207,0.00002529812,0.00000755363,0.00000605437,0.00005525004,0.00004079132],"category_scores_gemma":[0.0004561547,0.00004186375,0.00004543939,0.00007033588,0.00003668433,0.0000352396,0.00001374409,0.00006985805,0.00004735793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002012471,"about_ca_system_score_gemma":0.00003243306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005531268,"about_ca_topic_score_gemma":0.00003646141,"domain_scores_codex":[0.999512,0.00003025815,0.0001339664,0.0001015494,0.0001259942,0.00009622753],"domain_scores_gemma":[0.9996713,0.00002401222,0.00003074258,0.00008397888,0.00006377346,0.000126192],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004887438,0.002267141,0.6131134,0.001475369,0.0003454339,0.00004395007,0.007697989,0.00001376454,0.03410442,0.005439879,0.2269131,0.1080968],"study_design_scores_gemma":[0.002923208,0.0006064729,0.9601662,0.0001372748,0.00003904532,0.000006128027,0.0007482961,0.0004261244,0.0000761372,0.001735602,0.03300411,0.0001314152],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9817066,0.0005481239,0.00006534706,0.003354289,0.00008398726,0.0001598143,0.000001334199,0.00004611522,0.01403438],"genre_scores_gemma":[0.9937522,0.00002564033,0.0002541154,0.0003716089,0.00005415568,0.000005973368,0.00002173708,0.000007499507,0.005507099],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3470528,"threshold_uncertainty_score":0.1707154,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02488944783215168,"score_gpt":0.2656629294373531,"score_spread":0.2407734816052015,"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."}}