{"id":"W2500961834","doi":"10.1080/10410236.2016.1196417","title":"Concussion Knowledge and Communication Behaviors of Collegiate Wrestling Coaches","year":2016,"lang":"en","type":"article","venue":"Health Communication","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children’s Health Research Institute","funders":"","keywords":"Concussion; Coaching; Athletes; Psychology; Autonomy; Intervention (counseling); Applied psychology; Occupational safety and health; Injury prevention; Poison control; Medicine; Physical therapy; Medical emergency; Psychiatry","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":[0.001687452,0.00009919758,0.0003104902,0.0001528177,0.0002463002,0.000009203924,0.0002597283,0.00009043338,0.00003388484],"category_scores_gemma":[0.0002861168,0.00007012912,0.000034864,0.0002077864,0.0003516212,0.0001146614,0.0002259493,0.0002069108,0.00001944426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001815998,"about_ca_system_score_gemma":0.0002785726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002289499,"about_ca_topic_score_gemma":0.0001011517,"domain_scores_codex":[0.9982399,0.0006547851,0.0005446554,0.0001489203,0.0002090461,0.00020263],"domain_scores_gemma":[0.9970481,0.0009111207,0.0002828992,0.001349441,0.0002331554,0.0001752755],"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":[0.0009033239,0.001372335,0.1951727,0.001788165,0.00009671407,8.979096e-7,0.01260891,6.472725e-7,0.02367354,0.02514383,0.006982521,0.7322565],"study_design_scores_gemma":[0.01110387,0.001777492,0.9367812,0.009109936,0.0001196197,0.00009389297,0.004043952,0.001270477,0.008896098,0.002684091,0.02366442,0.0004549955],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9497259,0.01179555,0.0005292899,0.03311887,0.00003537982,0.001246572,0.00001951357,0.0001005842,0.003428362],"genre_scores_gemma":[0.9856975,0.006830206,0.006898178,0.000131729,0.000009675659,0.00006334997,0.00003812096,0.0000209166,0.0003103394],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7416085,"threshold_uncertainty_score":0.2859783,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.137270971868443,"score_gpt":0.4351455661713219,"score_spread":0.297874594302879,"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."}}