{"id":"W3048656970","doi":"10.1080/10255842.2020.1805442","title":"Comparison of frequency and magnitude of head impacts experienced by Peewee boys and girls in games of youth ice hockey","year":2020,"lang":"en","type":"article","venue":"Computer Methods in Biomechanics & Biomedical Engineering","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Ice hockey; Magnitude (astronomy); Head (geology); Youth sports; Psychology; Physical medicine and rehabilitation; Physical therapy; Physics; Geology; Medicine; Athletes","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":[0.001207032,0.0002167317,0.001022817,0.0005306648,0.000009342569,0.000008682091,0.0002228173,0.0002073846,0.00001346506],"category_scores_gemma":[0.0007961374,0.0001998985,0.00005476315,0.001086347,0.0002066573,0.00006887236,0.000255381,0.0003834246,1.836817e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004194591,"about_ca_system_score_gemma":0.00007505741,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009294571,"about_ca_topic_score_gemma":0.000001140824,"domain_scores_codex":[0.9976746,0.0001637976,0.0009821591,0.0003626306,0.0004671913,0.0003496151],"domain_scores_gemma":[0.9986095,0.0005413566,0.0001584682,0.0002402227,0.00007774064,0.0003726961],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00008589107,0.0002424637,0.002064691,0.002066368,0.00004747099,0.00001019402,0.01048029,0.000007972179,0.921756,0.0001507387,0.00003206546,0.06305584],"study_design_scores_gemma":[0.004732403,0.003048826,0.008696702,0.001610589,0.00005839996,0.00002774315,0.002074501,0.5914654,0.3875863,0.0001986272,0.000103301,0.0003971279],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6807868,0.001527035,0.3169776,0.0002581652,0.00009519143,0.0002961749,0.0000291828,0.00002384165,0.0000059719],"genre_scores_gemma":[0.6511431,0.00007263294,0.3486906,0.00003440888,0.00002484623,0.000006691389,0.00001020386,0.0000171008,4.164047e-7],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5914575,"threshold_uncertainty_score":0.8151624,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1010274265625536,"score_gpt":0.4304835568250445,"score_spread":0.3294561302624909,"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."}}