{"id":"W2042843859","doi":"10.1016/s0140-6736(05)67689-1","title":"Building trust or buying results?","year":2005,"lang":"en","type":"letter","venue":"The Lancet","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Business","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":[],"consensus_categories":[],"category_scores_codex":[0.03099426,0.00143334,0.002858235,0.001392499,0.009605438,0.01462311,0.004971641,0.2147795,0.01438474],"category_scores_gemma":[0.1405907,0.002052469,0.002524642,0.001604799,0.01948595,0.01784975,0.00853835,0.1394985,0.008388279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01226812,"about_ca_system_score_gemma":0.02196464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02629122,"about_ca_topic_score_gemma":0.04683724,"domain_scores_codex":[0.9708382,0.01068465,0.003092415,0.002770194,0.008134493,0.004480038],"domain_scores_gemma":[0.9069604,0.06072615,0.005817163,0.003078743,0.007745758,0.01567178],"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":[0.00004892109,0.00002483651,0.0003704546,0.00009289693,0.00004420335,0.0005509173,0.000483991,0.00005131714,0.00007731119,0.02548351,0.9640576,0.00871414],"study_design_scores_gemma":[0.0003373412,0.00008232072,0.001216469,0.001473685,0.0001273011,0.0009587726,0.001995992,0.0004436652,0.0002148451,0.08821618,0.9047798,0.0001536684],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00008446417,0.0009568657,0.00006602757,0.9924656,0.004745615,0.000003729396,0.00001291902,0.000007614385,0.001657222],"genre_scores_gemma":[0.001515064,0.000403088,0.0001042859,0.989354,0.006162331,0.00001369696,0.000005852508,0.00001151882,0.00243012],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2147795,"threshold_uncertainty_score":0.1639153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05332753025286903,"score_gpt":0.3328769132935747,"score_spread":0.2795493830407057,"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."}}