{"id":"W3009717193","doi":"10.1186/s40621-020-0233-8","title":"Adolescents’ engagement in multiple risk behaviours is associated with concussion","year":2020,"lang":"en","type":"article","venue":"Injury Epidemiology","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Queen's University; University of St Andrews; Public Health Agency; Public Health Agency of Canada; Universitetet i Bergen; U.S. Department of Veterans Affairs","keywords":"Biostatistics; Concussion; Medicine; Public health; Injury prevention; Poison control; Occupational safety and health; Suicide prevention; Human factors and ergonomics; Epidemiology; Environmental health; Internal medicine; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.0006088368,0.0001910132,0.0002994933,0.0009411075,0.0005265762,0.0009372516,0.0004346222,0.000570779,0.002073098],"category_scores_gemma":[0.003522004,0.0003414151,0.0004095126,0.0009328573,0.0004565154,0.000332109,0.0005638784,0.0009026396,0.0002055812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008368355,"about_ca_system_score_gemma":0.00123858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05026453,"about_ca_topic_score_gemma":0.07061742,"domain_scores_codex":[0.9991991,0.0001203275,0.00008359391,0.0001117576,0.0003129268,0.0001722681],"domain_scores_gemma":[0.9953779,0.0003979184,0.002953437,0.00008302815,0.0005743891,0.0006133531],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000005795736,0.00001362925,0.9991123,0.00001027988,0.000008679355,0.00002363126,0.00009699901,0.000006122113,0.00003094632,0.000007661966,0.00002177628,0.0006621967],"study_design_scores_gemma":[4.809286e-7,0.0000156847,0.9995932,0.00001390591,0.000006251592,0.00007278917,0.000174948,0.00002068097,0.00001154974,0.00000579956,0.00008404815,7.684073e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982826,0.0005744271,0.00005976135,0.0001517888,0.000007964912,0.00001118783,0.0001690473,0.000003408791,0.0007398839],"genre_scores_gemma":[0.9991472,0.0004061485,0.0001132826,0.00002129718,0.00000913171,0.00000744865,0.000140026,0.000001432776,0.0001540606],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05026453,"threshold_uncertainty_score":0.09994394,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1947811924513184,"score_gpt":0.3946611630821181,"score_spread":0.1998799706307997,"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."}}