{"id":"W2044595437","doi":"10.1136/jech-2011-200372","title":"Towards the next generation of public health research in India: a call for a health equity lens","year":2012,"lang":"en","type":"article","venue":"Journal of Epidemiology & Community Health","topic":"Public Health Policies and Education","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Simon Fraser University; University of Ottawa","funders":"National Institute on Minority Health and Health Disparities; Canadian Institutes of Health Research; Simon Fraser University; Public Health Foundation of India; Indian Council of Medical Research","keywords":"Public health; Public relations; Medicine; Health equity; Equity (law); Health policy; Health promotion; Social determinants of health; International health; Context (archaeology); Economic growth; Political science; Nursing; Economics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.2131967,0.001547093,0.003234155,0.01127322,0.01102005,0.04667636,0.007111958,0.02323264,0.008742214],"category_scores_gemma":[0.1202929,0.001418555,0.003158629,0.007472626,0.06881758,0.04339496,0.03378979,0.03358915,0.000954091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02711141,"about_ca_system_score_gemma":0.1214188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01011067,"about_ca_topic_score_gemma":0.009090044,"domain_scores_codex":[0.8623964,0.09440686,0.005553606,0.004566444,0.01735107,0.0157257],"domain_scores_gemma":[0.5305152,0.3743388,0.0122566,0.01889422,0.02995181,0.03404336],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008411899,0.0001717791,0.002463658,0.00163635,0.00008100984,0.0002711802,0.007573183,0.0004713339,0.0002489506,0.9254221,0.02880958,0.03276681],"study_design_scores_gemma":[0.00009472673,0.0001818985,0.002873905,0.004055929,0.0001162912,0.0004424538,0.02438003,0.0005727361,0.000574082,0.7570851,0.2095046,0.0001182552],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001650281,0.02038913,0.003603057,0.9633808,0.003072369,0.00005904526,0.00005824377,0.00004342673,0.007743653],"genre_scores_gemma":[0.3578466,0.07825354,0.0437968,0.4868384,0.0235073,0.001197561,0.0002934623,0.000119921,0.008146367],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2131967,"threshold_uncertainty_score":0.9702686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.917308081939893,"score_gpt":0.6910902287584948,"score_spread":0.2262178531813982,"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."}}