{"id":"W4398145084","doi":"10.1080/02699052.2024.2355588","title":"Validation of a modified-composite autonomic symptom score (COMPASS-31) as an outcome measure for persistent autonomic symptoms post-concussion: an observational pilot study","year":2024,"lang":"en","type":"article","venue":"Brain Injury","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"General Dynamics (Canada)","funders":"","keywords":"Post-concussion syndrome; Concussion; Compass; Observational study; Traumatic brain injury; Medicine; Physical medicine and rehabilitation; Physical therapy; Psychology; Internal medicine; Poison control; Injury prevention; Psychiatry; Emergency 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00528166,0.0008685304,0.0006140522,0.0004263938,0.0005204362,0.0005157706,0.0006042188,0.0007460627,0.0008409046],"category_scores_gemma":[0.01131024,0.000328392,0.0006352421,0.0003866516,0.0008250056,0.0004759307,0.0007003022,0.001034647,0.0004261362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005115143,"about_ca_system_score_gemma":0.0007659285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002889779,"about_ca_topic_score_gemma":0.003573941,"domain_scores_codex":[0.997391,0.001270537,0.0001750188,0.0002527993,0.0007559151,0.0001546918],"domain_scores_gemma":[0.9939896,0.001590251,0.00159957,0.0007045951,0.001266128,0.0008499962],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0053296,0.00532437,0.9723257,0.00009125794,0.0002531059,0.000101058,0.0008420416,0.0002965792,0.002410215,0.00004152071,0.0003939267,0.01259045],"study_design_scores_gemma":[0.000513141,0.0162971,0.9814254,0.00001125429,0.00005948071,0.0001625753,0.0002601569,0.0005722842,0.0003784502,0.00003327516,0.0002737232,0.00001312778],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990768,0.00005431823,0.0002606047,0.00001312502,0.00001114442,0.0002642577,0.0001406282,0.000003212136,0.0001758057],"genre_scores_gemma":[0.9977617,0.00004966253,0.0008472658,0.00003903461,0.00002559025,0.0005397558,0.0005555,0.000004755145,0.0001766462],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00528166,"threshold_uncertainty_score":0.02793241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1921779983092654,"score_gpt":0.3913417088493236,"score_spread":0.1991637105400582,"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."}}