{"id":"W2137759263","doi":"","title":"Can current electronic systems meet drug safety and effectiveness requirements?","year":2005,"lang":"en","type":"article","venue":"PubMed","topic":"Pharmacovigilance and Adverse Drug Reactions","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Record linkage; Jurisdiction; Computer science; Reimbursement; Internet privacy; Medicine; Business; Health care; Environmental health","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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.1988593,0.0006101014,0.001648597,0.004557814,0.002118417,0.0149895,0.004274781,0.007207304,0.01197658],"category_scores_gemma":[0.5065579,0.0006878806,0.001599798,0.004014049,0.006627311,0.03003649,0.00389416,0.003046802,0.004183692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005188049,"about_ca_system_score_gemma":0.0116383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003379125,"about_ca_topic_score_gemma":0.00208046,"domain_scores_codex":[0.783886,0.117183,0.02649808,0.008475051,0.05907406,0.004883904],"domain_scores_gemma":[0.3472984,0.4679964,0.04407566,0.06734935,0.06982572,0.003454481],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00141369,0.0007671404,0.08759386,0.0054057,0.0006365172,0.0004719153,0.003570875,0.008203435,0.002065568,0.2147261,0.04555012,0.629595],"study_design_scores_gemma":[0.0009172646,0.003873743,0.1219937,0.01239908,0.0009447315,0.00316989,0.01386187,0.02193383,0.01184261,0.3441676,0.4644455,0.000450297],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1948066,0.02025805,0.1393329,0.462597,0.002097876,0.002712524,0.006313713,0.001569935,0.1703114],"genre_scores_gemma":[0.8285564,0.006693402,0.09699135,0.05751573,0.002211434,0.00193613,0.003104815,0.0002385594,0.002752311],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.8011407,"threshold_uncertainty_score":0.9879491,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07923790634487136,"score_gpt":0.3951636659419959,"score_spread":0.3159257595971245,"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."}}