{"id":"W2735109043","doi":"10.4085/1062-6050-52.5.04","title":"Player and Game Characteristics and Head Impacts in Female Youth Ice Hockey Players","year":2017,"lang":"en","type":"article","venue":"Journal of Athletic Training","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Holland Bloorview Kids Rehabilitation Hospital; Toronto Rehabilitation Institute; University of Toronto","funders":"Ontario Neurotrauma Foundation; Bloorview Research Institute","keywords":"Ice hockey; Context (archaeology); Demography; Physical medicine and rehabilitation; Physical therapy; Psychology; Medicine; Geography","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001274083,0.0001566538,0.0005661441,0.0002419115,0.0001201473,0.0001601582,0.0001562366,0.0001061355,0.00002841459],"category_scores_gemma":[0.001582186,0.0001271657,0.00005852563,0.00005254285,0.0002354636,0.0002334313,0.00006367329,0.0006651534,0.00000284966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006095578,"about_ca_system_score_gemma":0.000191864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002889167,"about_ca_topic_score_gemma":0.00001528255,"domain_scores_codex":[0.9984472,0.00005069825,0.0005511066,0.0001608364,0.0004179791,0.0003721958],"domain_scores_gemma":[0.9986392,0.0002006963,0.0004483104,0.0002630809,0.0001059866,0.0003427304],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002397589,0.0002733536,0.5966264,0.0007405014,0.0003455057,0.002584346,0.1547388,0.00000345333,0.0111839,0.0001681675,0.0001824548,0.2307555],"study_design_scores_gemma":[0.004411345,0.0008429067,0.9819744,0.001654311,0.00008860879,0.001654436,0.008529415,0.0003376755,0.0001100392,0.00004585794,0.0002177004,0.0001332747],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968873,0.0003101852,0.0000515116,0.001671309,0.0001378707,0.0001500625,0.00001025364,0.000006732825,0.0007747489],"genre_scores_gemma":[0.997605,0.0001848379,0.001647799,0.0001994179,0.0002612988,0.000001167246,0.000001251408,0.00002517459,0.00007401276],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3853481,"threshold_uncertainty_score":0.5185668,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1774396609466757,"score_gpt":0.3838668333771699,"score_spread":0.2064271724304942,"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."}}