{"id":"W2111246646","doi":"10.1111/j.1748-720x.2005.tb00547.x","title":"Clinical Trials Registries: A Reform that is Past Due","year":2005,"lang":"en","type":"article","venue":"The Journal of Law Medicine & Ethics","topic":"Pharmaceutical industry and healthcare","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Transparency (behavior); Clinical trial; Public relations; Pharmaceutical industry; Political science; Business; Medicine; Law; Pharmacology","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"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.3743894,0.001652651,0.004585888,0.00952195,0.01087729,0.03843659,0.01140307,0.04979212,0.01592245],"category_scores_gemma":[0.5077431,0.00307457,0.004294433,0.009168591,0.05296096,0.06332917,0.01537167,0.07950246,0.008651385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01571012,"about_ca_system_score_gemma":0.0411547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008998967,"about_ca_topic_score_gemma":0.006767132,"domain_scores_codex":[0.7407476,0.118289,0.03183319,0.03048672,0.06807075,0.01057276],"domain_scores_gemma":[0.3418363,0.418974,0.02242469,0.09691017,0.07883966,0.0410152],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001064609,0.0001278717,0.0008419263,0.0003062117,0.00007493555,0.0001758795,0.001398884,0.0002850878,0.0002293533,0.5348503,0.4037953,0.05780787],"study_design_scores_gemma":[0.0002696208,0.0001668859,0.001269268,0.001366381,0.00006316378,0.0004200414,0.001159262,0.0009646788,0.0001875397,0.17655,0.8174112,0.0001718546],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0007231886,0.005963331,0.01355046,0.9585391,0.01261852,0.0001315147,0.0001609287,0.0004969902,0.007815969],"genre_scores_gemma":[0.02974068,0.007060538,0.03394266,0.8775732,0.03658488,0.0008361104,0.0004427453,0.0007038789,0.01311542],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6256106,"threshold_uncertainty_score":0.7714893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9006711429736375,"score_gpt":0.7121728028780399,"score_spread":0.1884983400955976,"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."}}