{"id":"W3126119603","doi":"","title":"Pilot Study of Essential Drug Quality in Two Major Cities in India","year":2009,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Pharmaceutical Quality and Counterfeiting","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Government (linguistics); Counterfeit Drugs; Enforcement; Counterfeit; Product (mathematics); Business; Pharmacopoeia; Pharmacy; Quality (philosophy); Medicine; Environmental health; Geography; Alternative medicine; Political science; Mathematics; Family medicine","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":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.004233746,0.0001324762,0.0003991158,0.0002487111,0.00005008436,0.00001674277,0.0001495631,0.00001883731,0.00003745006],"category_scores_gemma":[0.0001422736,0.0001204169,0.00005697531,0.0003109309,0.00004133628,0.0001371857,0.00002232216,0.002312216,0.000003796668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005607788,"about_ca_system_score_gemma":0.0009209402,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009604372,"about_ca_topic_score_gemma":0.006838113,"domain_scores_codex":[0.997004,0.000402064,0.0007444049,0.0001723007,0.0004201625,0.001257017],"domain_scores_gemma":[0.9994507,0.0001060303,0.0001773874,0.0001288531,0.00005693581,0.00008012231],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01111676,0.02018093,0.7304693,0.000181096,0.0004938567,0.0003079288,0.01571434,0.00006584959,0.03765909,0.1534067,0.00003660703,0.0303675],"study_design_scores_gemma":[0.02842786,0.007904723,0.7418885,0.0003624,0.0001508932,0.0004033346,0.05646459,0.0001215433,0.002705578,0.1611511,0.00002137476,0.000398091],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968457,0.0008422515,0.00006579023,0.0007019037,0.00006886377,0.0002458509,0.000001007685,0.00001226962,0.001216312],"genre_scores_gemma":[0.9990554,0.0002275529,0.000009270117,0.0003493129,0.0001782516,0.000003165128,0.000001475115,0.000008767624,0.0001667337],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04075026,"threshold_uncertainty_score":0.9999895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0368297672254575,"score_gpt":0.3974872752956427,"score_spread":0.3606575080701852,"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."}}