{"id":"W7132937573","doi":"","title":"Concussion Public Policy for Elementary and High Schools in Ontario: Assessment of Content, Implementation, and Impact of PPM158","year":2022,"lang":"","type":"dissertation","venue":"TSpace","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ministère de l’Éducation, Gouvernement de l’Ontario","keywords":"Concussion; Memorandum; Delphi method; Public policy; Injury prevention; Public health; Poison control; Suicide prevention; Human factors and ergonomics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.01518842,0.0003404816,0.0005665927,0.001971174,0.005262434,0.002614521,0.002113296,0.0009487867,0.001650589],"category_scores_gemma":[0.04732534,0.0007881078,0.0007462995,0.003672813,0.002113614,0.001316315,0.002661032,0.00127741,0.0001854679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1255284,"about_ca_system_score_gemma":0.2984014,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9526827,"about_ca_topic_score_gemma":0.9750984,"domain_scores_codex":[0.9894076,0.002045517,0.001074354,0.0005045109,0.005023933,0.001944093],"domain_scores_gemma":[0.9538269,0.009236328,0.01102969,0.001077667,0.01966131,0.005168117],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004173499,0.001113382,0.7993452,0.00288472,0.0001057358,0.0003547174,0.09517898,0.0007418473,0.0009010604,0.001080309,0.005550576,0.09232613],"study_design_scores_gemma":[0.0000557637,0.0003467968,0.9436769,0.0005954916,0.00005469395,0.00002086358,0.04811569,0.0007100511,0.0003226308,0.0001092095,0.005953363,0.00003854146],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892051,0.0004253568,0.0002830618,0.003136552,0.00002030389,0.001862867,0.0009062953,0.00002724527,0.004133175],"genre_scores_gemma":[0.9912695,0.0009722094,0.003226025,0.0004152701,0.0000140301,0.001858452,0.0005783202,0.000008781979,0.001657397],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1255284,"threshold_uncertainty_score":0.9107764,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1231891352395703,"score_gpt":0.5079400520973206,"score_spread":0.3847509168577503,"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."}}