{"id":"W2594752435","doi":"10.1177/1941738117695777","title":"Concussions in Community-Level Rugby: Risk, Knowledge, and Attitudes","year":2017,"lang":"en","type":"article","venue":"Sports Health A Multidisciplinary Approach","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Manitoba; Pan Am Clinic","funders":"Pan Am Clinic Foundation","keywords":"Medicine; Poison control; Concussion; Injury prevention; Human factors and ergonomics; Suicide prevention; Context (archaeology); Occupational safety and health; Football; Physical therapy; Medical emergency; Geography","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.004510738,0.0003043141,0.0007966894,0.0003153968,0.0029203,0.00006808992,0.0004399658,0.0001967503,0.00004473016],"category_scores_gemma":[0.0005078012,0.0002465712,0.00008616368,0.000182787,0.0007450779,0.0002446059,0.000814008,0.00209619,0.00001857631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002053328,"about_ca_system_score_gemma":0.0008303765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001985786,"about_ca_topic_score_gemma":0.0008689816,"domain_scores_codex":[0.9970039,0.0005383304,0.0007132438,0.0005181356,0.0004368119,0.000789577],"domain_scores_gemma":[0.9965873,0.000314306,0.0003945319,0.001847881,0.00009471262,0.000761279],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003321074,0.002346966,0.9381967,0.001800079,0.00003265211,0.0000529913,0.01181163,0.000003552579,0.00001243618,0.0003575302,0.0007277867,0.04432553],"study_design_scores_gemma":[0.003162583,0.0004078152,0.9891649,0.0007112334,0.00001915224,0.0001424269,0.002932317,0.002498544,0.000006616595,0.0003196991,0.0004197455,0.0002149507],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9779913,0.001066245,0.0001693991,0.003113872,0.0001360408,0.001976839,0.0000755298,0.00009184809,0.01537893],"genre_scores_gemma":[0.9788176,0.0005017386,0.01850486,0.00007116695,0.0001086949,0.0001830144,0.0001023901,0.00005331334,0.001657203],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05096818,"threshold_uncertainty_score":0.9999986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.183444410266155,"score_gpt":0.45080394964677,"score_spread":0.267359539380615,"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."}}