{"id":"W2132841392","doi":"10.1186/1472-698x-11-s2-s2","title":"Global health research case studies: lessons from partnerships addressing health inequities","year":2011,"lang":"en","type":"article","venue":"BMC International Health and Human Rights","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Population and Public Health; Canadian Institutes of Health Research; Nutrition International","funders":"Public Health Agency; International Development Research Centre","keywords":"Public health; Global health; Health equity; Health services research; Political science; Environmental health; Health policy; Economic growth; Public relations; Medicine; Nursing","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001586996,0.0002473766,0.000690994,0.0002106624,0.001915914,0.000056888,0.0001876012,0.00008400698,0.000218142],"category_scores_gemma":[0.00005357539,0.0001901504,0.00007827569,0.0001487849,0.0003154578,0.0001498694,0.000155469,0.0004333378,0.00005067796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001320609,"about_ca_system_score_gemma":0.001537563,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04389811,"about_ca_topic_score_gemma":0.06085443,"domain_scores_codex":[0.9963115,0.000502418,0.0009286514,0.0005697115,0.000753919,0.0009337927],"domain_scores_gemma":[0.9974973,0.0001313621,0.0003541136,0.000288932,0.0003787672,0.001349589],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001065934,0.0008806849,0.06913846,0.002524709,0.0002886439,0.0009739563,0.01722311,7.770792e-7,7.321672e-7,0.8342007,0.06914591,0.004556373],"study_design_scores_gemma":[0.01064682,0.008594768,0.3263001,0.009543386,0.00004972161,0.007656774,0.02137651,0.000175115,0.00002290968,0.4544243,0.1602432,0.0009664583],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9508749,0.01024554,0.00009878065,0.0288891,0.0009797429,0.0009642083,0.0004348222,0.0001473036,0.007365586],"genre_scores_gemma":[0.9869488,0.0005184678,0.001610323,0.008761806,0.0009928911,0.00003032651,0.0001697644,0.00001733319,0.000950298],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3797764,"threshold_uncertainty_score":0.9993834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6066529296899389,"score_gpt":0.5508426622456264,"score_spread":0.0558102674443125,"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."}}