{"id":"W3215256903","doi":"10.1136/bjsports-2021-ioc.300","title":"328 The role of neck strength in mitigating sport related concussion: a systematic review and meta-analysis","year":2021,"lang":"en","type":"review","venue":"Poster presentations","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; Western University","funders":"","keywords":"CINAHL; Meta-analysis; Medicine; Incidence (geometry); Athletes; Intervention (counseling); Population; Systematic review; Physical therapy; Concussion; MEDLINE; Physical medicine and rehabilitation; Internal medicine; Poison control; Injury prevention; Psychological intervention; Emergency medicine; Environmental health; Psychiatry","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":[0.0224625,0.002624797,0.01459167,0.00758044,0.0008699296,0.00353792,0.002326117,0.002934805,0.007898528],"category_scores_gemma":[0.06010656,0.001620095,0.03123681,0.007024317,0.000841347,0.002380699,0.00164326,0.001774514,0.0005062734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003956801,"about_ca_system_score_gemma":0.009018051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01004027,"about_ca_topic_score_gemma":0.02643372,"domain_scores_codex":[0.9859924,0.006038008,0.004848375,0.0009057621,0.001800291,0.000415291],"domain_scores_gemma":[0.9683044,0.02383989,0.0044895,0.000764309,0.002346576,0.0002552989],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0008136581,0.00003060831,0.002695731,0.7606624,0.2221476,0.00009195485,0.00007546074,0.0002202422,0.0001366144,0.0001272898,0.0008821009,0.01211644],"study_design_scores_gemma":[0.000733898,0.0002820154,0.004371911,0.1467846,0.8440855,0.00009884104,0.00008302338,0.0001527517,0.0001318888,0.0002320278,0.003014269,0.00002931513],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002653572,0.993792,0.0005498618,0.0005045247,0.0003150962,0.00112053,0.0006132137,0.0000239291,0.0004273017],"genre_scores_gemma":[0.09913798,0.8888728,0.003687999,0.001907526,0.0004731146,0.004586571,0.0008294909,0.00002563405,0.0004789032],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0224625,"threshold_uncertainty_score":0.1187945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1350104851600671,"score_gpt":0.4283848076614392,"score_spread":0.2933743225013721,"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."}}