{"id":"W2913014810","doi":"10.1177/1740774519828382","title":"Investigational drug labeling variability","year":2019,"lang":"en","type":"article","venue":"Clinical Trials","topic":"Pharmaceutical studies and practices","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Readability; Medicine; Food and drug administration; Usability; Medical physics; Computer science; Pharmacology","routes":{"ca_aff":true,"ca_fund":false,"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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.04202342,0.0003914019,0.0004546458,0.002507013,0.0006662723,0.002048509,0.001106884,0.0005619239,0.0039124],"category_scores_gemma":[0.1118955,0.0002364718,0.0008813773,0.002615472,0.001285614,0.001149557,0.001708417,0.0008264584,0.001126752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0018451,"about_ca_system_score_gemma":0.001742061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002327269,"about_ca_topic_score_gemma":0.001941339,"domain_scores_codex":[0.9328112,0.02859706,0.01194859,0.005603767,0.02027422,0.0007650655],"domain_scores_gemma":[0.7684181,0.1231935,0.06049098,0.01990252,0.02669467,0.001300375],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00170882,0.0003977217,0.6495321,0.002623426,0.0004562353,0.0004362721,0.006700825,0.001410924,0.005625572,0.003503896,0.007574144,0.3200301],"study_design_scores_gemma":[0.00007986073,0.00158628,0.8618304,0.002414161,0.0005383214,0.003977039,0.00388854,0.004327422,0.01817777,0.004734864,0.09828344,0.0001619302],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8771626,0.008935635,0.04646759,0.002719274,0.0004949173,0.002898443,0.007514999,0.0007893202,0.05301726],"genre_scores_gemma":[0.9625978,0.002122855,0.02623591,0.001044166,0.0001786429,0.001115974,0.003313506,0.0001874236,0.003203664],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9579766,"threshold_uncertainty_score":0.2222437,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5751629538049167,"score_gpt":0.6036935166720337,"score_spread":0.02853056286711708,"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."}}