{"id":"W2972548283","doi":"10.1177/1754337119871866","title":"Effects of surface compliance on the dynamic response and strains sustained by a player’s helmeted head during ice hockey impacts","year":2019,"lang":"en","type":"article","venue":"Proceedings of the Institution of Mechanical Engineers Part P Journal of Sports Engineering and Technology","topic":"Automotive and Human Injury Biomechanics","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Ice hockey; Hybrid III; Compliance (psychology); Concussion; Percentile; Collision; Plyometrics; Structural engineering; Poison control; Environmental science; Mathematics; Simulation; Physical medicine and rehabilitation; Engineering; Statistics; Injury prevention; Computer science; Medicine; Physics; Psychology; Computer security","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":[0.0003801936,0.0003493444,0.0002363288,0.000319872,0.0002614696,0.0004093512,0.0001467978,0.0002862124,0.001413839],"category_scores_gemma":[0.002212208,0.0001785995,0.0002431677,0.0002039759,0.0005266083,0.0002217986,0.0005380243,0.0002926861,0.0002006951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001730016,"about_ca_system_score_gemma":0.0002822708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001084001,"about_ca_topic_score_gemma":0.002136632,"domain_scores_codex":[0.9995589,0.00007834366,0.00003451096,0.00004810511,0.0001833366,0.00009678322],"domain_scores_gemma":[0.9988946,0.000447992,0.0002894316,0.0000679627,0.0001716225,0.0001284278],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00449331,0.0006357408,0.2194596,0.0002009123,0.0001050229,0.001107775,0.0007821935,0.003946241,0.7380177,0.00006357529,0.0001396732,0.03104825],"study_design_scores_gemma":[0.00001084061,0.005231159,0.947238,0.00001390362,0.0000289667,0.0003841424,0.0008765649,0.001413042,0.0445228,0.00003765473,0.000228859,0.00001403262],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995463,0.00001409381,0.0002648487,0.000004331846,0.000002332921,0.00001137166,0.00001442671,0.000002732332,0.000139377],"genre_scores_gemma":[0.9995484,0.00002460511,0.0002322641,0.0000113018,0.00000218864,0.000009913285,0.00003325194,0.00000309342,0.0001350453],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001413839,"threshold_uncertainty_score":0.004729807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006246840063069979,"score_gpt":0.2249465134413897,"score_spread":0.2186996733783198,"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."}}