{"id":"W3205752235","doi":"10.1111/imj.15513","title":"A sorry tale of unnecessary secrecy about medicine safety","year":2021,"lang":"en","type":"letter","venue":"Internal Medicine Journal","topic":"Healthcare cost, quality, practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","funders":"","keywords":"Library science; Medicine; Secrecy; Pharmacy; Family medicine; Political science; Law","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":[0.008919596,0.0009980658,0.001314754,0.001509295,0.02686891,0.01438993,0.002900319,0.1429628,0.01765958],"category_scores_gemma":[0.07022579,0.001909112,0.001704549,0.001260363,0.009419515,0.01236942,0.005847801,0.1333264,0.008992875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00889775,"about_ca_system_score_gemma":0.01718408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02381045,"about_ca_topic_score_gemma":0.03828739,"domain_scores_codex":[0.9895824,0.003149413,0.001046018,0.001152131,0.002777223,0.00229281],"domain_scores_gemma":[0.952767,0.02522813,0.002945952,0.001486815,0.008037943,0.009534159],"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":[0.00003037416,0.00003980169,0.0008481806,0.00002673087,0.00001756976,0.003013551,0.0015583,0.00004115245,0.0001732674,0.01137098,0.9788048,0.004075291],"study_design_scores_gemma":[0.00007097143,0.00005500422,0.001700441,0.0005625651,0.00004061958,0.003835883,0.008690677,0.0005942997,0.0002134544,0.02018622,0.9639044,0.0001454399],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.000390947,0.0001905007,0.00004998473,0.9889847,0.006038195,0.000005991607,0.00001390805,0.000009915849,0.004315768],"genre_scores_gemma":[0.003370102,0.0001986675,0.0001399685,0.9753698,0.008683141,0.00001644118,0.000007458151,0.00003282015,0.01218171],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1429628,"threshold_uncertainty_score":0.06455803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4616082959008311,"score_gpt":0.5503856054810611,"score_spread":0.08877730958023,"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."}}