{"id":"W3174382065","doi":"10.1080/02699052.2021.1972142","title":"Trends in match concussion incidence and return-to-play time in male professional Rugby Union: A 16-season prospective cohort study","year":2021,"lang":"en","type":"article","venue":"Brain Injury","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Concussion; Incidence (geometry); Medicine; Injury prevention; Poison control; Demography; Physical therapy; Cohort; Match play; Prospective cohort study; Emergency medicine; Surgery; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006006511,0.0002640412,0.0004297593,0.001293393,0.000422188,0.0007849786,0.0004568647,0.0006018092,0.001456878],"category_scores_gemma":[0.001289716,0.0003881181,0.0005436036,0.001486313,0.0002221991,0.0006105304,0.0005533551,0.0003336078,0.0004593609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004530887,"about_ca_system_score_gemma":0.0004760812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03095664,"about_ca_topic_score_gemma":0.03247467,"domain_scores_codex":[0.9993933,0.00006742739,0.00007429169,0.0001723609,0.0001451714,0.0001473451],"domain_scores_gemma":[0.9990684,0.00005401563,0.0005089738,0.00006294264,0.000138248,0.0001672908],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004484003,0.00001721897,0.9993489,0.000005968548,0.00003040085,0.00003276037,0.00005780566,0.00001179384,0.00005720603,0.000002906938,0.0000476831,0.0003424735],"study_design_scores_gemma":[0.000001690975,0.00003707355,0.9996545,0.000003785573,0.000008749464,0.00007608443,0.0001073394,0.00003017027,0.000011907,0.000001512883,0.00006583919,0.00000128529],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984123,0.0001477598,0.00004277494,0.00001965519,0.000002919052,0.00001257364,0.001143334,0.000003617135,0.0002149173],"genre_scores_gemma":[0.9980756,0.0001918857,0.00007084356,0.00001872962,0.00000671895,0.00002386211,0.001330332,0.000003588132,0.0002784339],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03095664,"threshold_uncertainty_score":0.06155288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02285701488202727,"score_gpt":0.3571148442449863,"score_spread":0.334257829362959,"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."}}