{"id":"W1965944210","doi":"10.1136/jech.2004.027060","title":"Block observations of neighbourhood physical disorder are associated with neighbourhood crime, firearm injuries and deaths, and teen births","year":2005,"lang":"en","type":"article","venue":"Journal of Epidemiology & Community Health","topic":"Crime Patterns and Interventions","field":"Social Sciences","cited_by":76,"is_retracted":false,"has_abstract":true,"ca_institutions":"Casey House","funders":"National Institute on Drug Abuse; National Institute of Mental Health; Pennsylvania Department of Health","keywords":"Neighbourhood (mathematics); Medicine; Injury prevention; Poison control; Occupational safety and health; Suicide prevention; Human factors and ergonomics; Medical emergency; Demography; Environmental health; Pediatrics; Pathology","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":[0.001498835,0.0002255703,0.0003502228,0.0006451676,0.0002624787,0.0003256987,0.0003418353,0.0002757846,0.001712525],"category_scores_gemma":[0.01554904,0.0003930521,0.0003528925,0.0005511509,0.0002884824,0.0003313374,0.001148062,0.0004187827,0.0001951115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002762451,"about_ca_system_score_gemma":0.0004676473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01297142,"about_ca_topic_score_gemma":0.02046247,"domain_scores_codex":[0.9988194,0.0005090454,0.0001443662,0.0001582993,0.0002747105,0.00009416466],"domain_scores_gemma":[0.9904817,0.001927865,0.005204515,0.001012711,0.0008480925,0.0005251883],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006167177,0.00002786504,0.9984243,0.000006542647,0.00005405282,0.00001074186,0.0001245815,0.00007782256,0.00008567481,0.00001419954,0.0001059354,0.001006595],"study_design_scores_gemma":[0.00000285133,0.00005320962,0.9994281,0.000004353174,0.00001054919,0.00002460448,0.0000817587,0.0002677831,0.00003634603,0.00001245817,0.00007603681,0.000001874553],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989859,0.00003043447,0.0003582815,0.00002163357,0.000004531141,0.00002405529,0.000379218,0.000004868632,0.0001910108],"genre_scores_gemma":[0.9986188,0.00003955009,0.0003826334,0.000007753888,0.000005715516,0.00005606917,0.000740693,0.000002894304,0.0001457828],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01297142,"threshold_uncertainty_score":0.02579188,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1132356815942981,"score_gpt":0.4108885363540519,"score_spread":0.2976528547597539,"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."}}