{"id":"W227965805","doi":"","title":"Monitoring Contracts with Industry: Why Research Ethics Boards Must Be Involved","year":2003,"lang":"en","type":"article","venue":"Health law review","topic":"Pharmaceutical industry and healthcare","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Documentation; Research ethics; Accounting; Institution; Public relations; Business; Political science; Law; Engineering ethics; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.5111288,0.0006896428,0.001384434,0.002909394,0.02272517,0.02652597,0.007863545,0.02707173,0.009031189],"category_scores_gemma":[0.6316668,0.001869762,0.000954647,0.005133278,0.04605935,0.02077224,0.01082547,0.0249853,0.001880128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05549401,"about_ca_system_score_gemma":0.1925048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1120353,"about_ca_topic_score_gemma":0.1145179,"domain_scores_codex":[0.4178384,0.4242929,0.0214929,0.02223992,0.08962516,0.02451081],"domain_scores_gemma":[0.1252555,0.6394705,0.0552032,0.03565283,0.1127814,0.03163665],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000240292,0.0001923988,0.02779206,0.001426575,0.0001248518,0.001101331,0.05717726,0.0007707517,0.0008460927,0.5287375,0.2299436,0.1516474],"study_design_scores_gemma":[0.0003290845,0.0001834483,0.02023809,0.00688519,0.0001310483,0.001036776,0.02680084,0.002982914,0.001294167,0.3117236,0.62808,0.0003149555],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02187331,0.009917291,0.03256872,0.8707929,0.003363679,0.001176641,0.0001267864,0.0002533346,0.05992731],"genre_scores_gemma":[0.5709625,0.006834317,0.03668037,0.3624057,0.004436118,0.002845212,0.000198183,0.0003579704,0.01527953],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9729283,"threshold_uncertainty_score":0.6028652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8716307126258319,"score_gpt":0.6921734723192522,"score_spread":0.1794572403065797,"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."}}