{"id":"W2921546339","doi":"10.1002/pds.4762","title":"Secret safety warnings on medicines: A case study of information access requests","year":2019,"lang":"en","type":"article","venue":"Pharmacoepidemiology and Drug Safety","topic":"Pharmaceutical industry and healthcare","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"National Health and Medical Research Council; Canadian Institutes of Health Research","keywords":"Medicine; Confidentiality; Harm; Transparency (behavior); SAFER; Freedom of information; Internet privacy; Patient safety; Public health; Medical emergency; Secrecy; Family medicine; Health care; Computer security; Law; Nursing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.02228821,0.000943129,0.0006839957,0.003543844,0.01408434,0.00635502,0.001903738,0.008744963,0.005200807],"category_scores_gemma":[0.1270819,0.001312988,0.001179436,0.003056642,0.007314416,0.007768391,0.005583149,0.008513029,0.00105274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005408449,"about_ca_system_score_gemma":0.005407267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01056856,"about_ca_topic_score_gemma":0.009151894,"domain_scores_codex":[0.9568563,0.03095015,0.003016492,0.001709083,0.004362057,0.003105992],"domain_scores_gemma":[0.7672169,0.1903113,0.0256536,0.00643218,0.005732524,0.004653494],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0004152475,0.001052013,0.1038353,0.0007496385,0.00008600474,0.2704104,0.5611603,0.0006176588,0.0009906833,0.02018304,0.01153314,0.02896661],"study_design_scores_gemma":[0.0001071962,0.0006360561,0.02359354,0.002101575,0.0001544505,0.4113711,0.4606091,0.003837449,0.003168702,0.009198735,0.08493949,0.0002825911],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.943094,0.002297794,0.00477516,0.02306916,0.0001906567,0.0003881861,0.0001452835,0.00009255188,0.02594727],"genre_scores_gemma":[0.9854453,0.001928296,0.002835279,0.006442751,0.0002364898,0.000169169,0.00006646079,0.00006468404,0.002811673],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.993645,"threshold_uncertainty_score":0.1178728,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2988165735253143,"score_gpt":0.5636069617548257,"score_spread":0.2647903882295114,"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."}}