{"id":"W2402464105","doi":"","title":"LinkedCT Live: Platform for Online Curation of Clinical Trials Data.","year":2015,"lang":"en","type":"article","venue":"International Semantic Web Conference","topic":"Biomedical Text Mining and Ontologies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Data curation; Computer science; Clinical trial; World Wide Web; Data science; Linked data; Open data; Web application; Semantic Web; Bioinformatics","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.00186883,0.00008947088,0.000291152,0.00003131215,0.00001544399,0.00002005429,0.0005601289,0.0001809718,0.00003391784],"category_scores_gemma":[0.01108606,0.00007073861,0.00008999999,0.00002637118,0.0001327392,0.000009916907,0.0002007308,0.00008120031,0.000008531447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005266852,"about_ca_system_score_gemma":0.0003578496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002916971,"about_ca_topic_score_gemma":0.0001056682,"domain_scores_codex":[0.9985881,0.00008949734,0.0007294422,0.0002853589,0.000204287,0.0001033054],"domain_scores_gemma":[0.9985547,0.000287945,0.0003413037,0.0003062643,0.0004297762,0.00008001952],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002493891,0.001302696,0.01637124,0.00011505,0.001112284,0.000009096978,0.0002443606,0.0000457159,0.09791026,0.008360472,0.07204731,0.7999876],"study_design_scores_gemma":[0.007325407,0.001887823,0.009134201,0.0002290793,0.0001618173,0.00002990997,0.0007623977,0.1241002,0.01398253,0.00569783,0.8361726,0.0005161642],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8839571,0.0003147098,0.1082753,0.00268963,0.002346416,0.0003454818,0.001015362,0.00002753164,0.001028385],"genre_scores_gemma":[0.9848804,0.0001848192,0.01147705,0.0001436661,0.0008385428,0.000008503509,0.001972082,0.000006636054,0.000488264],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7994715,"threshold_uncertainty_score":0.997244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.536467777306551,"score_gpt":0.5289484315586915,"score_spread":0.007519345747859507,"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."}}