{"id":"W3171584465","doi":"10.11575/prism/38812","title":"Youth Ice Hockey Related Injury and Concussion: Informing Prevention Through Modifiable Risk Factors","year":2021,"lang":"en","type":"dissertation","venue":"Open MIND","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ice hockey; Concussion; Psychology; Medicine; Physical therapy; Applied psychology; Physical medicine and rehabilitation; Injury prevention; Poison control; Environmental health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002743738,0.0006393712,0.0009891631,0.002753397,0.001189639,0.001975035,0.0007367767,0.001294414,0.004831661],"category_scores_gemma":[0.01191904,0.000469618,0.001264094,0.001534171,0.0003632926,0.001753452,0.001289668,0.002282371,0.0006342518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002234369,"about_ca_system_score_gemma":0.01214485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1051795,"about_ca_topic_score_gemma":0.2223588,"domain_scores_codex":[0.9986386,0.000328752,0.0001426761,0.0001590635,0.0004421648,0.0002888259],"domain_scores_gemma":[0.9962426,0.001165695,0.0008075542,0.00009172355,0.001058573,0.0006338608],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001666749,0.001301696,0.7935643,0.002604853,0.0003234296,0.0002674228,0.001724042,0.0005603422,0.0002881927,0.001264595,0.01169163,0.1862427],"study_design_scores_gemma":[0.00008114774,0.0008631286,0.9573377,0.008919794,0.0009562075,0.0002958697,0.006233315,0.001839707,0.0004587641,0.002926398,0.02000203,0.0000859005],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7983483,0.07441925,0.01123021,0.06629306,0.001574985,0.002138508,0.008674049,0.0002804238,0.03704127],"genre_scores_gemma":[0.8736995,0.08247661,0.02846503,0.003836537,0.0006333824,0.001388039,0.003066242,0.00003322852,0.006401458],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1051795,"threshold_uncertainty_score":0.2091346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1047441151519301,"score_gpt":0.4019898946971191,"score_spread":0.297245779545189,"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."}}