{"id":"W3094456224","doi":"10.12788/cutis.0067","title":"Active Comparator Trial Designs Used to Promote Development of Innovative New Medications","year":2020,"lang":"en","type":"article","venue":"Cutis","topic":"Complementary and Alternative Medicine Studies","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Comparator; MEDLINE; Intensive care medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008092562,0.0001151152,0.0003602466,0.00007146226,0.00007003501,0.000002418121,0.00009315171,0.000008863502,0.0004352435],"category_scores_gemma":[0.0002558901,0.00009276333,0.00002936629,0.0005946631,0.00005861181,0.00003270198,0.00007960942,0.0001040024,0.00004096151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005227754,"about_ca_system_score_gemma":0.0004272962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001694177,"about_ca_topic_score_gemma":0.00001713384,"domain_scores_codex":[0.9990047,0.00002435578,0.0003551262,0.0001969682,0.0002807742,0.0001380726],"domain_scores_gemma":[0.9993282,0.00006738173,0.0001055255,0.000102325,0.0001719444,0.0002246115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0367122,0.00127836,0.02482877,0.000283938,0.004193156,0.00006526692,0.3645365,0.000004068903,0.129958,0.00230624,0.119095,0.3167385],"study_design_scores_gemma":[0.08549102,0.008079851,0.1081217,0.0004942242,0.0002842487,0.000007572341,0.009352952,0.00005314196,0.4620576,0.0001394516,0.3254631,0.0004550992],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9668831,0.00003979708,0.02066077,0.009842731,0.000156647,0.001300253,0.00002011059,0.00003247166,0.001064092],"genre_scores_gemma":[0.9852011,0.000002103935,0.01331766,0.0007722089,0.0004337355,0.00004990672,0.00004409204,0.000008665469,0.0001704855],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3551835,"threshold_uncertainty_score":0.4765611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.307477150419779,"score_gpt":0.4220810371589176,"score_spread":0.1146038867391386,"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."}}