{"id":"W2081816451","doi":"10.1520/jai101898","title":"Preliminary Evaluation of Selected Hockey Equipment Tested according to EN TS15256: Protective Clothing—Hand, Arm, Leg, Genital, and Neck Protectors for Use in Ice Hockey—Protectors for Players Other than Goalkeepers—Requirements and Test Methods","year":2009,"lang":"en","type":"article","venue":"Journal of ASTM International","topic":"Winter Sports Injuries and Performance","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Ice hockey; Clothing; Neck injury; Physical therapy; Physical medicine and rehabilitation; Medicine; Poison control; Medical emergency","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002247061,0.0002164484,0.000425077,0.0005279083,0.00007752487,0.00007696585,0.0001487306,0.0001068317,0.0000252244],"category_scores_gemma":[0.00291289,0.0001791866,0.0001055187,0.0002076667,0.00004292146,0.0005310061,0.00004637966,0.0002608295,2.101355e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003583857,"about_ca_system_score_gemma":0.0002175429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006552913,"about_ca_topic_score_gemma":0.00002877384,"domain_scores_codex":[0.9979392,0.00009161221,0.0008349385,0.0002679522,0.0006360412,0.0002303013],"domain_scores_gemma":[0.9971114,0.000362672,0.0007077837,0.0001150582,0.001579089,0.0001240238],"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":[0.04262799,0.002270607,0.3573831,0.0005905944,0.001575028,0.0000216753,0.02004186,0.001611155,0.3589529,0.00008359021,0.0009866988,0.2138547],"study_design_scores_gemma":[0.01380884,0.02068579,0.8083223,0.002243345,0.0004392127,0.0002749853,0.00213343,0.03037379,0.1194176,0.0003380382,0.00152307,0.0004396753],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9792003,0.00009549024,0.01653018,0.0007985226,0.0002623512,0.003025951,0.00004916893,0.000008293498,0.00002975534],"genre_scores_gemma":[0.9450403,0.000007715483,0.05416285,0.0002101651,0.0003016292,0.0001586933,0.00001184852,0.00002619124,0.00008064097],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4509391,"threshold_uncertainty_score":0.7307019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.052389754030827,"score_gpt":0.387343201290157,"score_spread":0.33495344725933,"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."}}