{"id":"W2595056566","doi":"10.1007/s40264-017-0521-6","title":"Medicines Save, Medicines Kill","year":2017,"lang":"en","type":"letter","venue":"Drug Safety","topic":"Pharmaceutical industry and healthcare","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Traditional medicine; Pharmacology","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":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.002263177,0.0009764605,0.001399931,0.0002509597,0.001436505,0.00005077611,0.001759517,0.005152631,0.01230779],"category_scores_gemma":[0.0008211333,0.0008194176,0.0003764228,0.000180741,0.001376224,0.0002053383,0.0003440085,0.01917174,0.001559997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002529132,"about_ca_system_score_gemma":0.0005763415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001481624,"about_ca_topic_score_gemma":0.00005276263,"domain_scores_codex":[0.9938503,0.001478229,0.001190328,0.001081768,0.0007281929,0.001671208],"domain_scores_gemma":[0.9947703,0.002091884,0.0007383919,0.001196751,0.0003499914,0.000852657],"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":[0.000242181,0.00007618489,0.0009586421,0.0008330135,0.000364661,0.002948769,0.0004863269,0.00000589902,0.00007003712,0.0001353393,0.9798623,0.01401662],"study_design_scores_gemma":[0.001930343,0.00006267674,0.0004002777,0.0003547998,0.0007348317,0.0002022873,0.00009612418,0.0001676843,0.0004768071,0.0007984677,0.993957,0.000818726],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003030985,0.0037479,0.000009371955,0.8984812,0.0125531,0.0009018757,0.0009142701,0.0003176329,0.08277149],"genre_scores_gemma":[0.006602842,0.002922596,0.0000342253,0.8972384,0.03763683,0.0001054242,0.001500262,0.0001339773,0.05382548],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02894602,"threshold_uncertainty_score":0.9998635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3536071547703868,"score_gpt":0.5458071683789217,"score_spread":0.1922000136085349,"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."}}