{"id":"W4292579494","doi":"","title":"Abstracts of the 104th USCAP (United States and Canadian Academy of Pathology) Annual Meeting, March 21-27, 2015, Boston, MA.","year":2015,"lang":"en","type":"other","venue":"PubMed","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Gerontology; Medicine; Family medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001482219,0.001309086,0.001385411,0.004732821,0.001198778,0.003501904,0.001613209,0.0012948,0.4818415],"category_scores_gemma":[0.003760514,0.0005228235,0.0009116942,0.002731197,0.0003930119,0.002013053,0.001639103,0.001483169,0.3403581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001683549,"about_ca_system_score_gemma":0.004610994,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009307862,"about_ca_topic_score_gemma":0.04721133,"domain_scores_codex":[0.9993736,0.0000676544,0.00006743951,0.00007312925,0.0003409914,0.00007719613],"domain_scores_gemma":[0.9977406,0.0002412913,0.0001634824,0.00008831503,0.0008465094,0.0009198496],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002217453,0.00001242579,0.00005729053,0.0001614165,0.000003709851,0.00001631007,0.000003915212,0.00001547925,0.00009559488,0.0001079934,0.9856508,0.01385288],"study_design_scores_gemma":[0.0000271312,0.00001564732,0.001365952,0.0003606011,0.0000136381,0.00008265134,0.0000260844,0.00004592679,0.0001885183,0.0004549227,0.9974099,0.000009159395],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001704318,0.07252982,0.003457687,0.02147769,0.04304099,0.001106963,0.2312873,0.00392411,0.621471],"genre_scores_gemma":[0.002436974,0.04086151,0.002061162,0.004025564,0.008417026,0.0005258953,0.1278818,0.000771332,0.8130187],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9906921,"threshold_uncertainty_score":0.7390902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01063614984145687,"score_gpt":0.2296453745821413,"score_spread":0.2190092247406844,"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."}}