{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2105141,0.002692827,0.003587098,0.005267397,0.00898807,0.006448918,0.00483792,0.00662923,0.1626415],"category_scores_gemma":[0.209078,0.005211222,0.003376137,0.00440205,0.006621155,0.007037176,0.01073217,0.01357176,0.03090632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01392227,"about_ca_system_score_gemma":0.07002736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008482131,"about_ca_topic_score_gemma":0.01446546,"domain_scores_codex":[0.8879446,0.08540233,0.01087612,0.005586262,0.005969794,0.004220927],"domain_scores_gemma":[0.8223327,0.07321457,0.01000592,0.03422702,0.05162568,0.008594187],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.02407126,0.006273452,0.002754833,0.03339495,0.0003563661,0.001924719,0.06487036,0.005859628,0.00375493,0.08708613,0.4284129,0.3412405],"study_design_scores_gemma":[0.02679123,0.006313386,0.01005741,0.02125758,0.0002063241,0.0003449481,0.01437729,0.00449947,0.003217813,0.06272924,0.8495356,0.0006697669],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001596435,0.0001198737,0.01490138,0.001767489,0.0005999593,0.9717563,0.003514817,0.0003024442,0.005441198],"genre_scores_gemma":[0.001067291,0.00005945025,0.01091239,0.0003142918,0.00003638369,0.985774,0.0002755182,0.00002094794,0.001539603],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.2105141,"threshold_uncertainty_score":0.9735767,"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."}}