{"id":"W2326706375","doi":"10.1097/01.cot.0000444393.43503.72","title":"IOM Attempting to Set Principles for Responsible Clinical Trial Data Sharing","year":2014,"lang":"en","type":"article","venue":"Oncology Times","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Data sharing; Set (abstract data type); Data set; Clinical trial; Computer science; Medicine; Alternative medicine; Artificial intelligence; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.04371726,0.0001375953,0.0007051461,0.0001338036,0.0001662462,0.00003710413,0.001194982,0.0007675875,0.0003097483],"category_scores_gemma":[0.2489265,0.0001166272,0.0001362973,0.0001729184,0.0002823767,0.00006964109,0.002064656,0.001476096,0.0004512586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001061854,"about_ca_system_score_gemma":0.001597261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001976505,"about_ca_topic_score_gemma":0.0002780439,"domain_scores_codex":[0.9962586,0.0004889371,0.001160271,0.001081128,0.0004825006,0.0005285445],"domain_scores_gemma":[0.9018392,0.09343419,0.0002997986,0.003245645,0.0005290883,0.0006520543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"not_applicable","study_design_scores_codex":[0.2951289,0.002473799,0.07940275,0.000713521,0.0007636222,0.0001268935,0.0006496093,0.00004166032,0.002554534,0.1473235,0.2887034,0.1821177],"study_design_scores_gemma":[0.0375177,0.01024092,0.003207913,0.0002581471,0.0001374445,0.00001472402,0.00009302874,0.007240706,0.0002692509,0.01194231,0.9288838,0.0001940681],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.695709,0.0001092321,0.005456519,0.1420608,0.002875479,0.004749791,0.0001275503,0.0003035009,0.1486081],"genre_scores_gemma":[0.3307715,0.0002436804,0.4020801,0.02151315,0.01397543,0.0005474954,0.000609048,0.0002123931,0.2300471],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6401804,"threshold_uncertainty_score":0.9846943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8744369681469818,"score_gpt":0.7050456793846956,"score_spread":0.1693912887622862,"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."}}