{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.4806629,0.002893914,0.005896061,0.008081351,0.001817279,0.008585506,0.003280816,0.006115607,0.01999376],"category_scores_gemma":[0.66645,0.002302672,0.007773765,0.005146982,0.004672639,0.007849209,0.006485891,0.008323253,0.002648278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002590542,"about_ca_system_score_gemma":0.007848923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000359751,"about_ca_topic_score_gemma":0.000533391,"domain_scores_codex":[0.3280548,0.5903824,0.0485978,0.007946144,0.0233367,0.001682131],"domain_scores_gemma":[0.2584857,0.6084728,0.05243958,0.03959013,0.03698253,0.004029184],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.1463557,0.003497255,0.01163427,0.0875511,0.03478925,0.0005089318,0.003281256,0.004966657,0.002850156,0.1790377,0.03625567,0.4892721],"study_design_scores_gemma":[0.2508693,0.04803421,0.01254479,0.05483849,0.03817507,0.0008121661,0.000960788,0.02142254,0.009980003,0.2775396,0.2841782,0.0006449404],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.0282064,0.05301064,0.5307894,0.02108303,0.0306379,0.2846644,0.00660241,0.001771681,0.04323407],"genre_scores_gemma":[0.1571563,0.008859305,0.5315117,0.008591618,0.005056231,0.2845334,0.001114855,0.0003228045,0.002853816],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.5193371,"threshold_uncertainty_score":0.6404351,"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."}}