{"id":"W2148068340","doi":"10.1136/bmjopen-2014-006088","title":"Quality of medicines in Canada: a retrospective review of risk communication documents (2005–2013)","year":2014,"lang":"en","type":"review","venue":"BMJ Open","topic":"Pharmaceutical Quality and Counterfeiting","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Quality (philosophy); Recall; Environmental health; Alternative medicine; Family medicine; Medical emergency","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01013304,0.0002462841,0.004248897,0.00007435881,0.00002742014,0.000006171109,0.0007951977,0.0001136809,0.0003497294],"category_scores_gemma":[0.004036041,0.0001850183,0.0002168793,0.0003381476,0.00009602502,0.0000793642,0.0004620115,0.0006016406,0.00000806236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000794561,"about_ca_system_score_gemma":0.003264705,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7679203,"about_ca_topic_score_gemma":0.601123,"domain_scores_codex":[0.994081,0.002226228,0.002495358,0.0002846481,0.0006916516,0.0002211551],"domain_scores_gemma":[0.994916,0.0009781135,0.002537266,0.001180004,0.0002640662,0.0001245085],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001072779,0.0001297045,0.002548247,0.5630499,0.0003238654,0.0000054733,0.00008955589,5.420079e-8,2.806805e-7,0.0005212052,0.009877379,0.4233471],"study_design_scores_gemma":[0.0007080332,0.00003264793,0.001721064,0.4647986,0.0007234466,0.000009669992,0.00005602889,0.000003321854,0.000001227274,0.000137557,0.5316488,0.0001596632],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002272509,0.9838969,0.00000558473,0.0007234192,0.00006410723,0.007450459,0.0001477483,0.000004019917,0.007685059],"genre_scores_gemma":[0.0003980911,0.9977342,0.0001210189,0.000940223,0.00004659974,0.0004728612,0.0001805174,0.00002012022,0.00008638447],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5217714,"threshold_uncertainty_score":0.7544829,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2657219401156232,"score_gpt":0.5643742194342833,"score_spread":0.2986522793186601,"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."}}