{"id":"W2101643380","doi":"10.1136/jech.2003.014308","title":"Linking perceptions of neighbourhood to health in Hamilton, Canada","year":2004,"lang":"en","type":"article","venue":"Journal of Epidemiology & Community Health","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":118,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Toronto","funders":"","keywords":"Neighbourhood (mathematics); Perception; Geography; Sociology; Psychology; Social psychology; Mathematics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003400474,0.0001649871,0.00027804,0.0005981199,0.002501856,0.0009630834,0.0006606858,0.0002243652,0.002020732],"category_scores_gemma":[0.001270975,0.0002132461,0.0002902328,0.001673374,0.000697432,0.0002250875,0.0008371614,0.0003119379,0.0001267185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02199914,"about_ca_system_score_gemma":0.02823186,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.996622,"about_ca_topic_score_gemma":0.998801,"domain_scores_codex":[0.9994893,0.00004973058,0.00002184325,0.00006944399,0.0001835215,0.0001861559],"domain_scores_gemma":[0.9987134,0.00008380625,0.0001859252,0.00003613741,0.0005593563,0.0004213649],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001031641,0.00003678607,0.9820234,0.00008500891,0.00005074406,0.0002173496,0.003904431,0.00017251,0.0003140991,0.0002471463,0.002675281,0.01017004],"study_design_scores_gemma":[0.000007557619,0.00001752032,0.9958859,0.00003498012,0.00001133099,0.00003406643,0.00239711,0.0001436016,0.00003260244,0.00003572601,0.001390337,0.000009274954],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931195,0.0005168788,0.0001594391,0.0004636331,0.00001411856,0.00007613958,0.002203959,0.000008250237,0.003438115],"genre_scores_gemma":[0.9981405,0.0002347699,0.0001268655,0.00007962901,0.000002688353,0.00002201369,0.0004179175,0.00000236302,0.0009732639],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02199914,"threshold_uncertainty_score":0.1596157,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09556204218000734,"score_gpt":0.4406638689047627,"score_spread":0.3451018267247554,"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."}}