{"id":"W2045243985","doi":"10.1007/s11948-003-0025-x","title":"The Olivieri Report — A compelling study of the growing tensions in clinical research","year":2003,"lang":"en","type":"article","venue":"Science and Engineering Ethics","topic":"Pharmaceutical industry and healthcare","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Sudbury","funders":"","keywords":"Philosophy of science; Epistemology; Engineering ethics; Political science; Philosophy; Environmental ethics; Engineering","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","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.1077169,0.0006121265,0.0009987863,0.002215674,0.00986073,0.01592354,0.002702889,0.03432583,0.004628817],"category_scores_gemma":[0.266077,0.0007002131,0.001056287,0.003004117,0.03836754,0.01251107,0.008319849,0.03778169,0.001130577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005258662,"about_ca_system_score_gemma":0.00976993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003955225,"about_ca_topic_score_gemma":0.009312247,"domain_scores_codex":[0.9174263,0.0393266,0.003811292,0.008007766,0.02707593,0.004352078],"domain_scores_gemma":[0.5750065,0.3629428,0.02217301,0.01441521,0.01466927,0.01079318],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001408397,0.00005089136,0.004264799,0.0002614578,0.00008736858,0.0008825669,0.007387416,0.0001828595,0.0003001281,0.5832288,0.3742629,0.02894991],"study_design_scores_gemma":[0.0001447905,0.00009226819,0.005795124,0.0008354514,0.0001263503,0.001817253,0.006550052,0.0005429329,0.0007956204,0.2961752,0.686979,0.0001460692],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.002480547,0.004310786,0.001549906,0.9684704,0.003409504,0.00001221875,0.00002187844,0.00002154295,0.01972309],"genre_scores_gemma":[0.1386968,0.004441095,0.003245641,0.8153879,0.02542038,0.0001270193,0.00003804093,0.0001461627,0.01249693],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9656742,"threshold_uncertainty_score":0.5696682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8380770032814535,"score_gpt":0.6861455387462619,"score_spread":0.1519314645351916,"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."}}