{"id":"W2919010284","doi":"10.3390/mps2010023","title":"An Evidence-Based Objective Study Protocol for Evaluating Cardiovascular and Cerebrovascular Indices Following Concussion: The Neary Protocol","year":2019,"lang":"en","type":"article","venue":"Methods and Protocols","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"Canadian Institutes of Health Research; Saskatchewan Health Research Foundation","keywords":"Protocol (science); Concussion; Medicine; Computer science; Emergency medicine; Injury prevention; Poison control; Alternative medicine; Pathology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.07672098,0.003951293,0.004820254,0.002835376,0.005303399,0.003263411,0.003279231,0.009219757,0.03577117],"category_scores_gemma":[0.06579922,0.002463868,0.003522401,0.002771046,0.002290073,0.003595544,0.003438784,0.00687224,0.01311526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004748255,"about_ca_system_score_gemma":0.0312077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001626779,"about_ca_topic_score_gemma":0.003617422,"domain_scores_codex":[0.9475757,0.03183974,0.01313967,0.002222667,0.003534408,0.00168782],"domain_scores_gemma":[0.9363146,0.01450249,0.01053825,0.00822651,0.02715649,0.003261724],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.1831335,0.04328158,0.01180093,0.1007356,0.002622218,0.001952855,0.006094248,0.006097311,0.01091181,0.03271668,0.2205116,0.3801417],"study_design_scores_gemma":[0.2496657,0.04142763,0.05528341,0.06082402,0.001639918,0.0009622702,0.002413711,0.01163768,0.007686746,0.02240164,0.5450822,0.0009750808],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0007542491,0.0001181598,0.003291768,0.0002811501,0.0002072312,0.9932656,0.0008039181,0.00005003396,0.001227892],"genre_scores_gemma":[0.0008145264,0.00007486428,0.004341308,0.000159919,0.00002763024,0.9942037,0.0001732014,0.00000298787,0.000201734],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.07672098,"threshold_uncertainty_score":0.4057442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3070408163176659,"score_gpt":0.586778466622155,"score_spread":0.2797376503044892,"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."}}