{"id":"W3196823986","doi":"10.1016/j.jpeds.2021.08.073","title":"Neighborhood Socioeconomic Deprivation and Youth Assault Injuries in Vancouver, Canada","year":2021,"lang":"en","type":"article","venue":"The Journal of Pediatrics","topic":"Gun Ownership and Violence Research","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre for Advancing Health Outcomes; University of British Columbia","funders":"","keywords":"Medicine; Socioeconomic status; Demography; Injury prevention; Poison control; Social deprivation; Population; Relative risk; Suicide prevention; Incidence (geometry); Relative deprivation; Occupational safety and health; Emergency department; Rate ratio; Medical emergency; Environmental health; Psychiatry; Confidence interval; Psychology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001953897,0.00004324387,0.00009936828,0.00005738403,0.0001747122,0.00003824316,0.000168732,0.00005136876,0.00002600956],"category_scores_gemma":[0.0006446828,0.00003172407,0.00002024019,0.0002035136,0.0000666233,0.0001709621,0.00003479391,0.0002950088,8.677727e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000229359,"about_ca_system_score_gemma":0.002934533,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.14866,"about_ca_topic_score_gemma":0.8364173,"domain_scores_codex":[0.998886,0.00029401,0.0002068164,0.00004791167,0.0003865557,0.0001786646],"domain_scores_gemma":[0.9991567,0.0003470323,0.0001477881,0.00005809821,0.0002104412,0.00007997859],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003968627,0.00004089528,0.9458133,0.00002532012,0.000007773192,0.0000184749,0.03440485,0.0000930102,0.00003127885,0.001737601,0.01134096,0.006446844],"study_design_scores_gemma":[0.002032092,0.0001827701,0.3733362,0.00004719398,0.0002286604,0.00001529281,0.5911632,0.00005590125,0.0003394875,0.02198717,0.01011224,0.0004997509],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941698,0.001474333,0.00004129011,0.002754577,0.0005105271,0.00003524956,0.000005005459,0.000001791743,0.001007457],"genre_scores_gemma":[0.9934372,0.005813193,0.00002859642,0.000145868,0.0004393947,1.728974e-7,4.351267e-7,0.000003262842,0.0001319353],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6877573,"threshold_uncertainty_score":0.8570091,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01965094628707219,"score_gpt":0.2863545757848026,"score_spread":0.2667036294977304,"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."}}