{"id":"W3019500972","doi":"","title":"Exploring the Relationship Between Neck Strength, Anthropometry, and Symptom Scores on Concussion Risk and Recovery in University Athletes","year":2019,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Diverse Approaches in Healthcare and Education Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"American Medical Society for Sports Medicine; National Collegiate Athletic Association; McMaster University","keywords":"Athletes; Concussion; Anthropometry; Physical therapy; Medicine; Physical medicine and rehabilitation; Psychology; Injury prevention; Internal medicine; Poison control; Medical emergency","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0007441906,0.0001580979,0.0001898026,0.0008409342,0.0006538676,0.0005769545,0.0003654407,0.0003820441,0.002811271],"category_scores_gemma":[0.002931238,0.0001533678,0.0003078983,0.0008197199,0.0002217521,0.0002652296,0.0005631421,0.0004892239,0.0003260818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008032902,"about_ca_system_score_gemma":0.002012852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04877434,"about_ca_topic_score_gemma":0.1250244,"domain_scores_codex":[0.9996995,0.00007740904,0.00002804532,0.00002880502,0.00006485222,0.0001015618],"domain_scores_gemma":[0.9991388,0.0001631837,0.0001893247,0.00003074775,0.0001783646,0.000299402],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001668456,0.0003485894,0.9862301,0.00003393151,0.00006314785,0.000056487,0.000758063,0.00004270997,0.0002861016,0.00006436165,0.0005657782,0.01138387],"study_design_scores_gemma":[0.000003069741,0.00007591957,0.9990591,0.00001447379,0.00001542502,0.00001898398,0.0006288889,0.00002532483,0.00003963086,0.00001274744,0.0001049371,0.000001541518],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977764,0.0004275271,0.00002761144,0.0002791829,0.000006058433,0.00001850982,0.0001645406,0.000001524987,0.001298639],"genre_scores_gemma":[0.9973493,0.0005281909,0.0001065114,0.00008899203,0.00001457088,0.00002775239,0.0002233614,0.000001181677,0.001660121],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04877434,"threshold_uncertainty_score":0.09698087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1120630560197759,"score_gpt":0.2893152417944229,"score_spread":0.177252185774647,"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."}}