{"id":"W2982369322","doi":"10.1159/000500229","title":"Safety-Related Postmarketing Modifications of Drugs for Hematological Malignancies","year":2019,"lang":"en","type":"article","venue":"Acta Haematologica","topic":"Chronic Myeloid Leukemia Treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Postmarketing surveillance; Drug; Adverse effect; Off-label use; Clinical trial; Food and drug administration; Pharmacovigilance; Drug approval; Pharmacology; Intensive care medicine; Internal 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01577094,0.0002729045,0.0005352591,0.003890984,0.0005278325,0.0012818,0.000633215,0.000609102,0.004345521],"category_scores_gemma":[0.06779293,0.0002664248,0.001106601,0.005017285,0.0006985551,0.001500149,0.0007530765,0.001167716,0.0007748307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001584504,"about_ca_system_score_gemma":0.001676341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001080283,"about_ca_topic_score_gemma":0.001677319,"domain_scores_codex":[0.9813734,0.004908717,0.004701725,0.001907045,0.006587588,0.0005214007],"domain_scores_gemma":[0.7470574,0.06137541,0.1687348,0.01036584,0.01015441,0.002312188],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00210121,0.0003899018,0.7247113,0.00320683,0.0005621173,0.001268729,0.0006446001,0.0004469334,0.004121364,0.00143408,0.008960971,0.252152],"study_design_scores_gemma":[0.0002906962,0.001488073,0.8957384,0.00166638,0.0006310181,0.007628926,0.0004530402,0.001088491,0.007351833,0.001154636,0.08242553,0.00008296455],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9055723,0.05251166,0.005027825,0.002519193,0.0002763108,0.001571649,0.01179494,0.0003221039,0.02040396],"genre_scores_gemma":[0.9742383,0.008998594,0.005835621,0.001990499,0.0004630311,0.0004697624,0.006418929,0.0000918314,0.001493426],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01577094,"threshold_uncertainty_score":0.08340573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01882049716738425,"score_gpt":0.2734930318153418,"score_spread":0.2546725346479575,"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."}}