{"id":"W6995886427","doi":"","title":"Professor Norman Krumholz honored","year":2017,"lang":"en","type":"article","venue":"EngagedScholarship @ Cleveland State University (Cleveland State University)","topic":"Lymphatic System and Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"State (computer science); Block (permutation group theory); Biography; Quarter (Canadian coin)","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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0009626276,0.0005669061,0.0008083643,0.0007553009,0.003794683,0.0003159592,0.001083222,0.000261187,0.0002352406],"category_scores_gemma":[0.0004338451,0.0005807313,0.0003742703,0.0004056201,0.0004300884,0.001796664,0.0005029485,0.0005555926,0.0003099076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005715329,"about_ca_system_score_gemma":0.0007440313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005322573,"about_ca_topic_score_gemma":0.0007657982,"domain_scores_codex":[0.9963375,0.0007495208,0.0003707153,0.0009016244,0.000677834,0.000962802],"domain_scores_gemma":[0.9962589,0.0002970031,0.0005043549,0.001397099,0.0004642826,0.001078386],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008296473,0.001098438,0.9398335,0.0006453249,0.001497996,0.01676054,0.008946018,0.00003126603,0.0009977755,0.002188136,0.005248374,0.01445615],"study_design_scores_gemma":[0.01625196,0.0004142634,0.825994,0.0003575302,0.0005897633,0.0001289236,0.006590057,0.0001027672,0.00061773,0.000377253,0.1475443,0.001031502],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9577859,0.00006172218,0.001408836,0.0006395398,0.0004429081,0.0008474984,0.0006614883,0.0002979568,0.03785414],"genre_scores_gemma":[0.8941787,0.0002587387,0.0005463617,0.0001625918,0.00008815314,4.742906e-7,0.0001151573,0.0000530315,0.1045967],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1422959,"threshold_uncertainty_score":0.9996644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03597073836600961,"score_gpt":0.2500686948677135,"score_spread":0.2140979565017039,"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."}}