{"id":"W2963358921","doi":"10.5334/ijic.3962","title":"A Critical Realist Translational Social Epidemiology Protocol for Concretising and Contextualising a “Theory of Neighbourhood Context, Stress, Depression, and the Developmental Origins of Health and Disease (DOHaD)”, Sydney Australia","year":2019,"lang":"en","type":"article","venue":"International Journal of Integrated Care","topic":"Critical Realism in Sociology","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; Fraser Health","funders":"","keywords":"Psychological intervention; Disadvantage; Disadvantaged; Sociology; Translational research; Neighbourhood (mathematics); Context (archaeology); Mental health; Population health; Psychology; Population; Medicine; Psychiatry; Economic growth; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001968037,0.0001234146,0.0005022794,0.00008308968,0.0001886181,0.00003642412,0.0002006768,0.0001247539,0.00008246241],"category_scores_gemma":[0.008775512,0.00008664183,0.0001074313,0.00005291767,0.002328379,0.0001711116,0.00003335654,0.0002422851,1.251239e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002546425,"about_ca_system_score_gemma":0.001327827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001704833,"about_ca_topic_score_gemma":0.0001994656,"domain_scores_codex":[0.997339,0.001124461,0.0008718731,0.0001665513,0.0002977561,0.0002004234],"domain_scores_gemma":[0.9935185,0.004302413,0.0005017788,0.00004011209,0.001453159,0.0001840053],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.002239958,0.00003190895,0.08116293,0.0001384138,0.0001264579,0.000002821529,0.02253394,0.000001627905,0.00009207172,0.8846389,0.0001472124,0.008883751],"study_design_scores_gemma":[0.02205534,0.000718537,0.05358712,0.004135273,0.0002073173,0.0001631721,0.5538657,0.0002593409,0.0004109235,0.348072,0.01597971,0.0005456164],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8929189,0.004815587,0.02076052,0.04720044,0.001267714,0.02881606,0.00312367,0.00002840909,0.001068684],"genre_scores_gemma":[0.9980966,0.00002772176,0.00087462,0.0004085281,0.000105783,0.0004347877,0.0000324636,0.000008453779,0.00001106623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5365669,"threshold_uncertainty_score":0.999574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07326954267707861,"score_gpt":0.4464492098250625,"score_spread":0.3731796671479839,"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."}}