{"id":"W3162902700","doi":"10.1136/bmjsem-2021-001055","title":"Pac-12 CARE-Affiliated Program: structure, methods and initial results","year":2021,"lang":"en","type":"article","venue":"BMJ Open Sport & Exercise Medicine","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"U.S. Army Medical Research Acquisition Activity; National Collegiate Athletic Association; U.S. Department of Defense","keywords":"Concussion; Athletes; Medicine; Institutional review board; Health care; Medical education; Family medicine; Physical therapy; Injury prevention; Poison control; Medical emergency; Political science; Psychiatry","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002560811,0.0004542605,0.002313239,0.000264697,0.0001954015,0.0001164559,0.0004758108,0.0002920381,0.001886729],"category_scores_gemma":[0.001841904,0.0003432263,0.00009827405,0.0009475964,0.0006116834,0.00021878,0.0006607995,0.0007494045,0.00002602202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001176069,"about_ca_system_score_gemma":0.001023148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000742583,"about_ca_topic_score_gemma":0.0002346138,"domain_scores_codex":[0.9954615,0.0002129336,0.001317625,0.001057656,0.001204124,0.0007461765],"domain_scores_gemma":[0.9962736,0.0002429224,0.0002999841,0.001524659,0.0008364511,0.0008224283],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.008571357,0.0004282115,0.01006911,0.00136617,0.0002414899,0.004859593,0.005256853,8.901294e-7,0.002819401,0.0002336602,0.03136818,0.9347851],"study_design_scores_gemma":[0.07598364,0.006447549,0.543819,0.01361162,0.002584058,0.006321157,0.02950079,0.0004753275,0.04718902,0.001357317,0.2707083,0.002002291],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7722557,0.007627834,0.0002947514,0.0219528,0.002122908,0.03557244,0.000368053,0.0007542063,0.1590513],"genre_scores_gemma":[0.8153408,0.000532524,0.1685863,0.001454012,0.001123851,0.001220706,0.003111069,0.0001761733,0.008454549],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9327828,"threshold_uncertainty_score":0.999902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.156392813466342,"score_gpt":0.527097024842035,"score_spread":0.3707042113756931,"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."}}