{"id":"W2145274709","doi":"10.1016/s0140-6736(05)66479-3","title":"Gates's grandest challenge: transcending technology as public health ideology","year":2005,"lang":"en","type":"article","venue":"The Lancet","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":236,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"Canada Research Chairs; Bill and Melinda Gates Foundation","keywords":"Ideology; Famine; Prime minister; Work (physics); Public health; Political science; Starvation; Law; Sociology; Economic growth; Medicine; Politics; Engineering; 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":[],"consensus_categories":[],"category_scores_codex":[0.02108851,0.0008733515,0.001448334,0.002033237,0.008780869,0.01467927,0.002522619,0.02801044,0.007945373],"category_scores_gemma":[0.03734571,0.000525255,0.0008167019,0.001584235,0.09011348,0.02307794,0.009287162,0.02726893,0.001233211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00941455,"about_ca_system_score_gemma":0.0145663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01753134,"about_ca_topic_score_gemma":0.01697449,"domain_scores_codex":[0.9834963,0.009156419,0.0004295021,0.001463799,0.003383132,0.002070843],"domain_scores_gemma":[0.9652247,0.02804024,0.0009543953,0.001843801,0.001693247,0.002243608],"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":[0.000009072306,0.000006212565,0.00003508676,0.00002382967,0.000003821123,0.00003486744,0.001397044,0.00004331789,0.00003236032,0.9774061,0.01915165,0.001856643],"study_design_scores_gemma":[0.00004299966,0.00001622239,0.00009780067,0.0001767683,0.000008059212,0.00005078373,0.001883996,0.000130733,0.00009886098,0.8316417,0.1658269,0.00002519401],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003009625,0.01094277,0.002827855,0.9099277,0.00434167,0.00001523011,0.00003895323,0.00003439768,0.06886176],"genre_scores_gemma":[0.4276007,0.01096864,0.00431477,0.503327,0.01370957,0.0002013375,0.00004404475,0.0002568513,0.03957711],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02801044,"threshold_uncertainty_score":0.111528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05506494866150323,"score_gpt":0.3403226131115332,"score_spread":0.2852576644500299,"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."}}