{"id":"W2764040389","doi":"10.1016/j.pmedr.2017.10.003","title":"Neighbourhood disadvantage and behavioural problems during childhood and the risk of cardiovascular disease risk factors and events from a prospective cohort","year":2017,"lang":"en","type":"article","venue":"Preventive Medicine Reports","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Concordia University","funders":"Social Sciences and Humanities Research Council of Canada; Canadian Institutes of Health Research","keywords":"Socioeconomic status; Neighbourhood (mathematics); Disadvantaged; Demography; Medicine; Cohort; Cohort study; Risk factor; Longitudinal study; Gerontology; Environmental health; Population; Internal medicine","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":[0.0008460275,0.0004901506,0.0004271658,0.0007453858,0.001190247,0.0008845225,0.0006621839,0.0005289123,0.001615251],"category_scores_gemma":[0.001459263,0.0006475192,0.000762525,0.00120683,0.0002697974,0.0003956127,0.0007168938,0.0008658679,0.0002188758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001224447,"about_ca_system_score_gemma":0.001203751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3383788,"about_ca_topic_score_gemma":0.3793689,"domain_scores_codex":[0.9996374,0.00006359797,0.00002110998,0.0001039435,0.00008074567,0.0000931782],"domain_scores_gemma":[0.9990792,0.00007456883,0.0002609443,0.0001252084,0.000202142,0.0002578693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001312455,0.00003059197,0.99857,0.000007620071,0.000102274,0.00004867234,0.0001272207,0.00002777864,0.0001155868,0.00001055152,0.0002114742,0.0006168712],"study_design_scores_gemma":[0.00001030145,0.00005621161,0.9994636,0.00000600458,0.00003897741,0.00004971798,0.00009778279,0.00007473095,0.00001330163,0.000005294235,0.0001804784,0.00000351262],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997823,0.0003154091,0.00007496453,0.00005418802,0.000007598434,0.00002389974,0.001409604,0.000003820809,0.0002874965],"genre_scores_gemma":[0.9972516,0.0002929916,0.0001458321,0.00004360538,0.00001427123,0.00004162252,0.00163315,0.000003476871,0.0005734321],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3383788,"threshold_uncertainty_score":0.6728185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01211991575248771,"score_gpt":0.2826369997005713,"score_spread":0.2705170839480836,"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."}}