{"id":"W2188099882","doi":"10.2139/ssrn.1942892","title":"Spheres of Risk: Examining Targeted and Universal Approaches to Childhood Injury Prevention","year":2011,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Injury Epidemiology and Prevention","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Environmental health; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.008474955,0.0004508424,0.00121422,0.002553593,0.002956556,0.002378568,0.00218161,0.001282116,0.002792977],"category_scores_gemma":[0.04549128,0.0005300399,0.001061459,0.002766142,0.003613499,0.005804496,0.00987198,0.002333753,0.0001409253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007730254,"about_ca_system_score_gemma":0.01413301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04664829,"about_ca_topic_score_gemma":0.1134178,"domain_scores_codex":[0.989738,0.005363673,0.0004779884,0.0008650791,0.002141751,0.001413389],"domain_scores_gemma":[0.9750925,0.01109395,0.004975219,0.002218489,0.001596167,0.005023579],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008055466,0.002474663,0.7382401,0.0005718536,0.0006881751,0.0001456962,0.03576467,0.001741048,0.0003281308,0.0623713,0.001682186,0.1551865],"study_design_scores_gemma":[0.0001173019,0.0009985173,0.9092858,0.0008262418,0.0008511851,0.0002107316,0.04343694,0.004097385,0.000624195,0.03592575,0.003592587,0.00003341389],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9705683,0.003498341,0.002095799,0.008994544,0.00007433107,0.0001754364,0.0001490695,0.00002756433,0.01441677],"genre_scores_gemma":[0.9982603,0.0006704005,0.00061227,0.0001747294,0.0000128192,0.0000488049,0.00002554577,0.00000343341,0.0001915692],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04664829,"threshold_uncertainty_score":0.09275353,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04934314954729121,"score_gpt":0.2629358745579682,"score_spread":0.213592725010677,"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."}}