{"id":"W1977765959","doi":"10.1097/01.coh.0000232349.54027.57","title":"Preparing developing countries for efficacy trials","year":2006,"lang":"en","type":"article","venue":"Current Opinion in HIV and AIDS","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"RPM International (Canada)","funders":"","keywords":"Developing country; MEDLINE; Clinical trial; Medicine; Computer science; Intensive care medicine; Internal medicine; Political science; Economic growth; Economics","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":[0.005251705,0.0001001487,0.0004235346,0.0001282907,0.000080691,0.0000417301,0.00007278954,0.0001379159,0.00001364866],"category_scores_gemma":[0.01118135,0.00008018195,0.00008290925,0.0001309341,0.0001194739,0.0000527304,0.00007072645,0.000408784,0.000009515873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005706145,"about_ca_system_score_gemma":0.0002187253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008037117,"about_ca_topic_score_gemma":0.000004858292,"domain_scores_codex":[0.998413,0.00009401447,0.0006946322,0.0002806837,0.0002791847,0.0002384419],"domain_scores_gemma":[0.9914167,0.008132859,0.0000979602,0.00015945,0.000125866,0.00006717374],"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":[0.0012977,0.0004915739,0.2478511,0.007302361,0.00004414169,8.378286e-7,0.0004836424,0.00002262403,0.0001615236,0.625759,0.03600304,0.08058244],"study_design_scores_gemma":[0.007190371,0.0003064394,0.04760976,0.004401705,0.00002571441,0.000003659761,0.00004940811,0.0003806209,0.0005307127,0.04652249,0.8927494,0.0002297075],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7173267,0.08337968,0.1180721,0.02743062,0.03249871,0.01317425,0.0002066481,0.0004545304,0.007456762],"genre_scores_gemma":[0.8945394,0.06036011,0.0318054,0.0003399201,0.008580867,0.0008263086,0.0005259045,0.00009177057,0.002930386],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8567464,"threshold_uncertainty_score":0.9971479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5508846485956281,"score_gpt":0.599472979300494,"score_spread":0.0485883307048659,"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."}}