{"id":"W2886799093","doi":"10.1136/bmjopen-2018-024755","title":"Validating injury burden estimates using population birth cohorts and longitudinal cohort studies of injury outcomes: the VIBES-Junior study protocol","year":2018,"lang":"en","type":"article","venue":"BMJ Open","topic":"Injury Epidemiology and Prevention","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"Medical Research Council; Canadian Institutes of Health Research; Centers for Disease Control and Prevention; Institute for Safety, Compensation and Recovery Research; National Health and Medical Research Council; Transport Accident Commission; Economic and Social Research Council; BC Children's Hospital; Michael Smith Health Research BC; Government of South Australia; Health and Care Research Wales","keywords":"Medicine; Population; Cohort study; Cohort; Longitudinal study; Injury prevention; Poison control; Occupational safety and health; Epidemiology; Demography; Gerontology; Pediatrics; Emergency medicine; Environmental health","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005108401,0.0001959836,0.0007584447,0.00009079127,0.000392815,0.00003425173,0.000183724,0.00008245934,0.00009457146],"category_scores_gemma":[0.001530615,0.0001195678,0.00005772321,0.0001799499,0.000240581,0.0002446223,0.0004875998,0.0001408564,0.00000518963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004409732,"about_ca_system_score_gemma":0.00007059432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009174849,"about_ca_topic_score_gemma":0.00009685858,"domain_scores_codex":[0.9979602,0.0005027401,0.0007540808,0.0003399218,0.0002380592,0.0002049757],"domain_scores_gemma":[0.9984106,0.0002969085,0.0005168742,0.0004797517,0.0002494907,0.00004639937],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001148274,0.0001103216,0.9945151,0.0002030968,0.0005586876,0.000004744417,0.0007472791,0.000003964312,0.0003823688,0.00007029476,0.0003330382,0.001922897],"study_design_scores_gemma":[0.000988127,0.00166381,0.9929277,0.0004944286,0.0004709955,0.00002961152,0.001162256,0.0004308925,0.0005749805,0.00103635,0.00007354934,0.000147265],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8298096,0.000008130734,0.00006301868,0.0002142478,0.0001185779,0.1695673,0.0000074055,0.00002183162,0.000189813],"genre_scores_gemma":[0.956535,0.00000142046,0.002980435,0.0001255443,0.0002141642,0.03991095,0.000008194623,0.00002024327,0.0002040764],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1296564,"threshold_uncertainty_score":0.4875832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1908567288568835,"score_gpt":0.5460715399244797,"score_spread":0.3552148110675962,"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."}}