{"id":"W4300621445","doi":"","title":"Abstracts of the United States and Canadian Academy of Pathology Annual Meeting. February 26-March 4, 2011. San Antonio, Texas, USA.","year":2011,"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":"Medicine; Pathology; Library science","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":[0.0007526388,0.001750483,0.001572452,0.00454,0.001254581,0.002754044,0.001458465,0.001168589,0.5076939],"category_scores_gemma":[0.001468932,0.0006584288,0.0008086949,0.003313142,0.0003130599,0.001388656,0.001081871,0.001184584,0.3628805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002104146,"about_ca_system_score_gemma":0.003639875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02558346,"about_ca_topic_score_gemma":0.1003423,"domain_scores_codex":[0.9996122,0.00003317196,0.00004125878,0.0000433618,0.0002016431,0.00006848619],"domain_scores_gemma":[0.9988357,0.00009540922,0.00008723255,0.00004165628,0.0006023235,0.0003375822],"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":[0.00004727031,0.00001882926,0.00006604843,0.0001711611,0.000005491544,0.00002609456,0.00000458669,0.00002980965,0.0001115651,0.00009595164,0.9786467,0.0207765],"study_design_scores_gemma":[0.00003629291,0.00001935725,0.00262531,0.0003695238,0.00001733785,0.0001213963,0.00003780684,0.00004084776,0.0001445814,0.0002911086,0.996285,0.00001141349],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001519719,0.08425593,0.001788676,0.01092204,0.03325651,0.0006753204,0.12621,0.002165402,0.7392064],"genre_scores_gemma":[0.002012117,0.04726809,0.0009199172,0.001192187,0.003124248,0.0002429716,0.05589699,0.0002785347,0.8890651],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5076939,"threshold_uncertainty_score":0.7022148,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01297673732488971,"score_gpt":0.2212683735389084,"score_spread":0.2082916362140187,"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."}}