{"id":"W2123129337","doi":"","title":"Evidence-based advertising? A survey of four major journals.","year":2001,"lang":"en","type":"article","venue":"PubMed","topic":"Pharmaceutical industry and healthcare","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":73,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Advertising; Blinding; Quality (philosophy); Clinical trial","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02805474,0.0004109181,0.0009613544,0.01702066,0.001401773,0.005014751,0.0008193186,0.001653237,0.003204623],"category_scores_gemma":[0.1720996,0.000704057,0.0006261637,0.01587904,0.001011889,0.003229086,0.002160056,0.0009158266,0.0007384233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003021129,"about_ca_system_score_gemma":0.004693414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001272439,"about_ca_topic_score_gemma":0.002630831,"domain_scores_codex":[0.9686332,0.0100987,0.01214783,0.001210315,0.007117499,0.0007924869],"domain_scores_gemma":[0.6371595,0.1674964,0.1366246,0.003958504,0.04402592,0.01073512],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002234238,0.000513839,0.5606561,0.02606349,0.0006672934,0.001817218,0.04256821,0.0001438775,0.004495479,0.001154749,0.03879919,0.3208862],"study_design_scores_gemma":[0.0002861411,0.001411414,0.7717782,0.01222771,0.0005309986,0.005327067,0.04570483,0.0004142258,0.001312163,0.0005130737,0.1603252,0.0001689355],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8377639,0.1158955,0.001036025,0.02357237,0.0008736728,0.001472863,0.004969507,0.000210832,0.01420543],"genre_scores_gemma":[0.9190407,0.05626466,0.007325853,0.009563863,0.00111494,0.001163667,0.002347503,0.0001093593,0.003069376],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9719453,"threshold_uncertainty_score":0.1483694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7569467561342774,"score_gpt":0.5485174900678836,"score_spread":0.2084292660663938,"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."}}