{"id":"W2042983142","doi":"10.1503/cmaj.110226","title":"Is this pill safe? Substandard medicines, mistaken solutions","year":2011,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Pharmaceutical Economics and Policy","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pill; Wonder; Vendor; Medical prescription; Medicine; Developing country; Internet privacy; Medical emergency; Business; Computer science; Marketing; Pharmacology; Economic growth","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006870064,0.0004186065,0.0008776393,0.000895611,0.001367581,0.003991571,0.0007900854,0.006312223,0.01432115],"category_scores_gemma":[0.0504518,0.0002939339,0.0007363647,0.0008659398,0.006874349,0.007303106,0.001532605,0.00574058,0.004729817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001965596,"about_ca_system_score_gemma":0.002855081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002725705,"about_ca_topic_score_gemma":0.003179962,"domain_scores_codex":[0.9933942,0.002391921,0.000609958,0.0004284185,0.002814831,0.0003605893],"domain_scores_gemma":[0.9872859,0.00664023,0.00244323,0.0009122175,0.00198254,0.0007358958],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008147981,0.0001705125,0.008218668,0.001821784,0.0002079294,0.002490154,0.002782893,0.0002921645,0.001770988,0.1605457,0.3208528,0.5000316],"study_design_scores_gemma":[0.0002100612,0.0003082835,0.004827193,0.0035958,0.0001774593,0.006741245,0.004068852,0.0005510183,0.001881076,0.2276379,0.7498797,0.0001215423],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01091333,0.08133128,0.004500249,0.8409177,0.00700067,0.00003912499,0.0003456654,0.0001000638,0.05485195],"genre_scores_gemma":[0.3200659,0.1153632,0.009968853,0.5097095,0.01266083,0.00007204155,0.0002840222,0.0002126628,0.03166302],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01432115,"threshold_uncertainty_score":0.04790902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0755745522056978,"score_gpt":0.2609466279303425,"score_spread":0.1853720757246447,"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."}}