{"id":"W2966180984","doi":"10.24908/iqurcp.13386","title":"Multiple Risk Behaviours and Concussions among Adolescents in Ontario","year":2019,"lang":"en","type":"article","venue":"Inquiry Queen s Undergraduate Research Conference Proceedings","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Concussion; Medicine; Injury prevention; Psychological intervention; Incidence (geometry); Population; Poison control; Human factors and ergonomics; Clinical psychology; Psychology; Psychiatry; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0004944255,0.0002564628,0.0003896964,0.00137306,0.00361313,0.001188504,0.0009717381,0.0003981222,0.002647937],"category_scores_gemma":[0.001763436,0.0004161504,0.0006696484,0.002810936,0.0005574854,0.0004031974,0.0009505244,0.0005813955,0.0002844862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03127799,"about_ca_system_score_gemma":0.04246764,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9947108,"about_ca_topic_score_gemma":0.9980626,"domain_scores_codex":[0.999067,0.0000425852,0.00006298457,0.00008880166,0.0004245999,0.0003139869],"domain_scores_gemma":[0.9985006,0.00005001726,0.0004101914,0.00003053711,0.0006142283,0.000394441],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002606062,0.0000406155,0.9912323,0.00006541162,0.00001671365,0.0001170043,0.003333423,0.00002441933,0.0001024964,0.0000898448,0.0008360363,0.004115686],"study_design_scores_gemma":[0.000003553179,0.00001994439,0.99435,0.00007108392,0.00001221066,0.00004311967,0.003991682,0.00005592695,0.00002903644,0.00001445012,0.001403954,0.000005046292],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912628,0.0007310238,0.00006524149,0.000546914,0.00001497708,0.00009344878,0.002691373,0.000009802032,0.004584459],"genre_scores_gemma":[0.9944669,0.001399263,0.0002390918,0.0001312324,0.000009494403,0.00006357744,0.001135518,0.000005274835,0.002549666],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03127799,"threshold_uncertainty_score":0.2269388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1208682519143271,"score_gpt":0.3739333665795013,"score_spread":0.2530651146651742,"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."}}