{"id":"W2120909570","doi":"10.17269/cjph.101.2366","title":"Neighbourhood effects on hospitalization in early childhood.","year":2010,"lang":"en","type":"article","venue":"PubMed","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Overcrowding; Neighbourhood (mathematics); Disadvantaged; Demography; Medicine; Population; Socioeconomic status; Public health; Census; Disadvantage; Geography; Pediatrics; Environmental health","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":[0.0002908716,0.0001412215,0.0002936356,0.0006862198,0.0003841892,0.0004637913,0.0002542577,0.0003299444,0.00460505],"category_scores_gemma":[0.003913277,0.0001332837,0.0005967928,0.001346074,0.0001238985,0.0003578085,0.0007358196,0.0006447877,0.0002264342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005386552,"about_ca_system_score_gemma":0.001033625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08727908,"about_ca_topic_score_gemma":0.143326,"domain_scores_codex":[0.9996343,0.0001136929,0.00003530441,0.00003436036,0.00004544101,0.0001370385],"domain_scores_gemma":[0.9986816,0.0003319696,0.0004194113,0.000071689,0.0001425203,0.0003527829],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000714681,0.0001290343,0.9776748,0.0002566289,0.0003858618,0.0001498999,0.0002925775,0.0002397706,0.0001354337,0.0006333637,0.004226328,0.01516162],"study_design_scores_gemma":[0.00001130866,0.00005758333,0.998428,0.0001051057,0.0000877907,0.00005705975,0.0003317189,0.00007217659,0.00003554396,0.0001115923,0.0006982983,0.00000390203],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9753516,0.00873613,0.0001192912,0.001368124,0.0001143817,0.00001290372,0.008974169,0.00001216945,0.005311242],"genre_scores_gemma":[0.9944304,0.003066452,0.00007071257,0.00004695783,0.00003517096,0.00001080313,0.001717453,0.000003909029,0.0006180761],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08727908,"threshold_uncertainty_score":0.1735421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008179413318928568,"score_gpt":0.2512077228757944,"score_spread":0.2430283095568658,"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."}}