{"id":"W2096911929","doi":"10.1002/sim.1290","title":"Clinical research and trials in developing countries","year":2002,"lang":"en","type":"article","venue":"Statistics in Medicine","topic":"Blood Pressure and Hypertension Studies","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Developing country; Clinical trial; Medicine; Economic growth; Economics; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.009507467,0.00009954712,0.001228559,0.0003235579,0.0000612623,0.000006979091,0.00004857715,0.00009531165,0.0002883597],"category_scores_gemma":[0.01198662,0.00006885809,0.00001320632,0.0002979595,0.0006773123,0.00002199176,0.00006248441,0.0004893105,0.0000206579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001924848,"about_ca_system_score_gemma":0.00004664187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001232182,"about_ca_topic_score_gemma":0.0002607963,"domain_scores_codex":[0.9975369,0.0004642576,0.001013705,0.0002557923,0.0004585016,0.0002708208],"domain_scores_gemma":[0.9915065,0.007891692,0.00007418077,0.0001649371,0.0002755109,0.000087188],"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":[0.0003021945,0.00017902,0.3573745,0.0003810468,0.0001491238,0.001361031,0.003194721,1.301826e-7,0.00002142572,0.05077048,0.5558615,0.03040483],"study_design_scores_gemma":[0.009447336,0.001107711,0.3215607,0.001856438,0.0002267627,0.00007685205,0.001597492,0.0003554222,0.00001707232,0.01529882,0.6482764,0.0001790452],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2858917,0.261596,0.007952946,0.3775994,0.003265278,0.004771828,0.0002499179,0.0001660352,0.05850682],"genre_scores_gemma":[0.7560509,0.1671215,0.05228652,0.01943799,0.001579758,0.00006646876,0.00003841602,0.00004695727,0.003371507],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4701592,"threshold_uncertainty_score":0.9963358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4762632195666001,"score_gpt":0.5355790470014814,"score_spread":0.05931582743488134,"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."}}