{"id":"W7095169886","doi":"","title":"Research: the Janus Face of Regulation.” Competing interests: None declared.","year":2013,"lang":"en","type":"article","venue":"","topic":"Pharmaceutical industry and healthcare","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Health care; Face (sociological concept); Public domain; Postmarketing surveillance; Public health; Patient safety; Domain (mathematical analysis)","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":[0.1247532,0.0006344157,0.001583193,0.001115253,0.002014858,0.0080134,0.005055002,0.01445818,0.02104433],"category_scores_gemma":[0.2335652,0.0006051234,0.0007682571,0.001519992,0.01403872,0.006189314,0.009338908,0.01502289,0.009449451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004766678,"about_ca_system_score_gemma":0.03409184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002861213,"about_ca_topic_score_gemma":0.005245705,"domain_scores_codex":[0.8727978,0.05469608,0.008491258,0.00837218,0.04862194,0.007020684],"domain_scores_gemma":[0.6486354,0.1182268,0.02373881,0.04459916,0.1101747,0.0546251],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001858994,0.00006192714,0.001780334,0.0006555864,0.00007577948,0.0005085695,0.001848093,0.0001851319,0.0007722374,0.181026,0.691523,0.1213774],"study_design_scores_gemma":[0.00005533873,0.00008081563,0.001369532,0.002238522,0.00003304268,0.0006584506,0.001089585,0.0005843683,0.000280147,0.03960488,0.9539525,0.00005286605],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0008408421,0.006649123,0.004675733,0.9258757,0.02163161,0.0001485725,0.0002105119,0.0001417294,0.03982619],"genre_scores_gemma":[0.07585327,0.01094712,0.02560998,0.8049495,0.02370679,0.0009992933,0.000678091,0.0002364249,0.05701951],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.8752468,"threshold_uncertainty_score":0.6597657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7253888710972286,"score_gpt":0.6193096265341637,"score_spread":0.1060792445630649,"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."}}