{"id":"W1975861201","doi":"10.1016/s1473-3099(12)70080-4","title":"Pharmaceutical quality: an urgent and unresolved issue","year":2012,"lang":"en","type":"letter","venue":"The Lancet Infectious Diseases","topic":"Pharmaceutical Quality and Counterfeiting","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"British Columbia Children's Hospital","funders":"","keywords":"Counterfeit; Counterfeit Drugs; Casual; Declaration; Medicine; Political science; Advertising; Internet privacy; Business; Law; Computer science","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":[0.01141563,0.001308419,0.002713997,0.001282322,0.006749435,0.01113981,0.003273911,0.1527988,0.01098786],"category_scores_gemma":[0.05517907,0.001450688,0.002038464,0.001455675,0.007606898,0.009425215,0.004653411,0.08772934,0.006358408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007334945,"about_ca_system_score_gemma":0.01358777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01076881,"about_ca_topic_score_gemma":0.02200076,"domain_scores_codex":[0.9861214,0.003824747,0.001663416,0.001535061,0.004890522,0.00196486],"domain_scores_gemma":[0.9597328,0.01932794,0.00374143,0.001060131,0.007438361,0.008699443],"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":[0.00003501634,0.00003520435,0.0003512328,0.00009216976,0.00002026924,0.0006358019,0.00012465,0.00003566175,0.0001201413,0.004863657,0.9853684,0.008317816],"study_design_scores_gemma":[0.0001591718,0.00008217611,0.001348273,0.0005513513,0.00004506947,0.001006969,0.0006455673,0.0004497152,0.0001426098,0.01488654,0.9805814,0.0001011838],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00006894131,0.0009547407,0.00003438173,0.9920215,0.006132939,0.000002471177,0.00001305687,0.000006637197,0.0007654117],"genre_scores_gemma":[0.001279079,0.0008187623,0.0001391602,0.9677133,0.0275754,0.000008813847,0.00001086169,0.0000102995,0.002444328],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1527988,"threshold_uncertainty_score":0.06037235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1455723668182419,"score_gpt":0.4309522641275721,"score_spread":0.2853798973093302,"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."}}