{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2582703,0.001193064,0.004644056,0.006422854,0.002938917,0.00825186,0.00194673,0.006034775,0.02107372],"category_scores_gemma":[0.3837777,0.001480472,0.001800283,0.016313,0.006231318,0.005379473,0.005968889,0.005550785,0.005323068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007447004,"about_ca_system_score_gemma":0.05063206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002631161,"about_ca_topic_score_gemma":0.003027595,"domain_scores_codex":[0.5273394,0.4170572,0.03770898,0.00489053,0.01057723,0.00242672],"domain_scores_gemma":[0.510678,0.2821098,0.08765446,0.05127469,0.04915287,0.01913022],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.02161595,0.001545095,0.01516822,0.07454343,0.004496992,0.0009148277,0.002645236,0.002580805,0.001154117,0.1198279,0.2337984,0.521709],"study_design_scores_gemma":[0.03526428,0.008446781,0.02145015,0.08813874,0.002289845,0.00119034,0.002046372,0.001247446,0.0008434831,0.06324907,0.7756438,0.000189624],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01439899,0.5606059,0.03221148,0.1538656,0.03064909,0.07896211,0.009305722,0.0005852889,0.1194158],"genre_scores_gemma":[0.1692261,0.3370846,0.1040874,0.07753279,0.02657486,0.268958,0.005122119,0.000325147,0.01108899],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7417297,"threshold_uncertainty_score":0.9146848,"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."}}