{"id":"W3043049966","doi":"10.1007/s10935-020-00600-5","title":"Bigger Necks Are Not Enough: An Examination of Neck Circumference in Incoming College Athletes","year":2020,"lang":"en","type":"article","venue":"The Journal of Primary Prevention","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of New Brunswick","funders":"National Institute on Alcohol Abuse and Alcoholism; New Jersey Commission on Brain Injury Research","keywords":"Circumference; Medicine; Concussion; Waist; Physical therapy; Biological sex; Medical record; Demography; Body mass index; Internal medicine; Poison control; Injury prevention; Psychology; Emergency medicine; Developmental psychology; Geometry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001869165,0.00009415639,0.0003634829,0.0001799735,0.00004021704,0.000009704699,0.000238272,0.00006634458,0.000111967],"category_scores_gemma":[0.0005081447,0.00006873768,0.00008643572,0.0003722813,0.00006328538,0.0003454389,0.00005625778,0.0004155396,0.000003627262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001173857,"about_ca_system_score_gemma":0.0002096937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000795253,"about_ca_topic_score_gemma":0.000007181116,"domain_scores_codex":[0.9979234,0.0005472828,0.0006819066,0.00009676066,0.0006057619,0.0001449116],"domain_scores_gemma":[0.9986757,0.0002708128,0.0005813625,0.0001841287,0.000186215,0.0001017487],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.003375666,0.001318966,0.01494393,0.001715344,0.0002006183,0.00009604327,0.01313452,0.0001513624,0.7618555,0.0004363834,0.0005526073,0.202219],"study_design_scores_gemma":[0.002780356,0.001920811,0.9702045,0.001083062,0.0001180693,0.00009501122,0.002140783,0.001021168,0.01994386,0.000519643,0.00008319296,0.00008948371],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949018,0.0001591412,0.0007884974,0.002744438,0.00005388201,0.0003475564,0.000006094601,0.000007633435,0.0009909265],"genre_scores_gemma":[0.9975478,0.00009483822,0.001852421,0.0002628053,0.0001426703,0.000002729788,0.000005771318,0.00001383037,0.0000771291],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9552606,"threshold_uncertainty_score":0.2803041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1228398632817905,"score_gpt":0.3344228739376289,"score_spread":0.2115830106558384,"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."}}