{"id":"W2111594566","doi":"10.1093/jnci/djs323","title":"Outsourcing Clinical Trials","year":2012,"lang":"en","type":"article","venue":"JNCI Journal of the National Cancer Institute","topic":"Biomedical Ethics and Regulation","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Clinical trial; Medicine; Business; Internal medicine","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":[0.04207506,0.001870801,0.001612531,0.004041374,0.002447413,0.01291549,0.004715484,0.00409183,0.2288008],"category_scores_gemma":[0.09492411,0.001237392,0.001862778,0.006489023,0.004032807,0.008042445,0.01390743,0.006630489,0.1440469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006651338,"about_ca_system_score_gemma":0.03317335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00341723,"about_ca_topic_score_gemma":0.003049328,"domain_scores_codex":[0.9433618,0.0279228,0.004519535,0.005412435,0.01352602,0.005257318],"domain_scores_gemma":[0.8321046,0.03870431,0.008692693,0.05279234,0.02979682,0.03790917],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002801818,0.0002253781,0.001748745,0.0007598689,0.00009672155,0.0002895088,0.0006069752,0.0005942144,0.0005451767,0.07560637,0.6513028,0.2679442],"study_design_scores_gemma":[0.0001740288,0.0001376084,0.001054884,0.0004178534,0.00002022644,0.0003795538,0.0004183157,0.0005426104,0.0002670719,0.03003525,0.9665254,0.00002721728],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.003045024,0.0121084,0.05932968,0.07933346,0.01292524,0.003208729,0.002560016,0.005697331,0.821792],"genre_scores_gemma":[0.09481368,0.02898341,0.08333562,0.1113492,0.0184162,0.007541762,0.01044482,0.00509656,0.6400187],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.957925,"threshold_uncertainty_score":0.7654148,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5322764183268566,"score_gpt":0.5806898570728228,"score_spread":0.04841343874596626,"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."}}