{"id":"W2337307418","doi":"10.1212/wnl.86.16_supplement.p3.044","title":"Who Participates in MS Clinical Trials? The NARCOMS Experience (P3.044)","year":2016,"lang":"en","type":"article","venue":"Neurology","topic":"Biomedical Ethics and Regulation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Clinical trial; Medicine; Psychology; Internal 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":[0.00272876,0.00007048086,0.0003393686,0.0000385509,0.00003552422,0.000004397506,0.0001015858,0.0002898143,0.0002786494],"category_scores_gemma":[0.002112381,0.00002857309,0.00008464956,0.000109378,0.001320219,0.00002405067,0.00004711279,0.0003542824,0.00004286425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004660096,"about_ca_system_score_gemma":0.00005216352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003591355,"about_ca_topic_score_gemma":0.0000560415,"domain_scores_codex":[0.9979279,0.0008998759,0.0005664639,0.0002266397,0.0001635633,0.000215536],"domain_scores_gemma":[0.9972767,0.002233964,0.0001014775,0.000252952,0.00003214976,0.0001027688],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00601484,0.000680996,0.3412418,0.000033892,0.00006545962,0.0002777129,0.002686126,0.000002910894,0.02017969,0.01913621,0.005171108,0.6045092],"study_design_scores_gemma":[0.004197787,0.002751805,0.8384529,0.00004803787,0.00003793166,0.00006664215,0.00002393193,0.00163486,0.000586735,0.00803855,0.1440598,0.0001010591],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7891521,0.0001221249,0.0001917517,0.2095811,0.0005407519,0.0001673546,8.168558e-7,0.00001724509,0.0002267344],"genre_scores_gemma":[0.9892891,0.000212332,0.00001505748,0.009886877,0.0003902184,0.00002919796,9.222244e-7,0.000007236029,0.0001690694],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6044081,"threshold_uncertainty_score":0.4864402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2624163176585432,"score_gpt":0.4946556645245186,"score_spread":0.2322393468659754,"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."}}