{"id":"W4394599985","doi":"10.1212/wnl.0000000000204346","title":"Dispatches from the Concussion Field: ACRM’S Revised Mild TBI Diagnostic Criteria and CARF International’s New Concussion Rehabilitation Program Accreditation Standards (P2-14.020)","year":2024,"lang":"en","type":"article","venue":"Neurology","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Anesthesia Research Foundation","funders":"","keywords":"Concussion; Accreditation; Rehabilitation; Traumatic brain injury; Medicine; Physical medicine and rehabilitation; Psychology; Physical therapy; Poison control; Injury prevention; Psychiatry; Medical emergency; Medical education","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002201862,0.0005163936,0.0005273947,0.002510048,0.001391492,0.0009144194,0.001070034,0.001257932,0.02352919],"category_scores_gemma":[0.009761284,0.0002751938,0.0004959988,0.000824175,0.0002564036,0.001066965,0.001378407,0.00146217,0.01190129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001444332,"about_ca_system_score_gemma":0.00938182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03690165,"about_ca_topic_score_gemma":0.07143486,"domain_scores_codex":[0.9979436,0.0002991797,0.0005052474,0.0001103388,0.0007450648,0.0003966251],"domain_scores_gemma":[0.9933101,0.0003306883,0.001217981,0.0002207772,0.003755844,0.001164666],"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":[0.0003614735,0.0007352974,0.08570962,0.0004543208,0.000043408,0.001053013,0.001214017,0.00047893,0.0023374,0.001407381,0.7763454,0.1298597],"study_design_scores_gemma":[0.0003664832,0.0005349829,0.4231202,0.002176329,0.0000503888,0.003556891,0.003096794,0.001619381,0.002264666,0.002391008,0.5606191,0.0002037377],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.2823428,0.00494759,0.03467343,0.09709836,0.01400767,0.02158778,0.04494408,0.002983666,0.4974146],"genre_scores_gemma":[0.6403751,0.006943811,0.06924858,0.03354958,0.003567897,0.0119193,0.0585011,0.0009032833,0.1749913],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.03690165,"threshold_uncertainty_score":0.078713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03278524312073672,"score_gpt":0.3870881559067927,"score_spread":0.354302912786056,"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."}}