{"id":"W4292579639","doi":"","title":"Abstracts of the 104th Annual Meeting of the United States and Canadian Academy of Pathology, 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":"Medicine; Pathology; Anatomical pathology; 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":[0.001136779,0.001251767,0.001127013,0.003470564,0.001177118,0.002599932,0.001196535,0.001206072,0.501465],"category_scores_gemma":[0.002562074,0.0004079574,0.0006646946,0.00166964,0.0003571194,0.001560088,0.001333151,0.00129276,0.3351131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001581544,"about_ca_system_score_gemma":0.002780646,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008214178,"about_ca_topic_score_gemma":0.04527277,"domain_scores_codex":[0.9995427,0.00005159892,0.00004497101,0.0000566801,0.0002312598,0.00007280201],"domain_scores_gemma":[0.9986444,0.0001327875,0.00009244585,0.00005320142,0.0005943674,0.0004827413],"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":[0.00003695532,0.00001425953,0.00006757934,0.0001072355,0.000004583665,0.0000215535,0.000005677013,0.00001817748,0.0001375527,0.0001315102,0.9800655,0.01938945],"study_design_scores_gemma":[0.00001765303,0.00001703982,0.001309624,0.0002240285,0.000008950266,0.00007547486,0.00002793862,0.00003623707,0.0001599039,0.000328743,0.9977878,0.000006583954],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002247871,0.08486258,0.003220602,0.02330943,0.06310271,0.0007949412,0.06826047,0.002451659,0.7517498],"genre_scores_gemma":[0.002482115,0.02931068,0.001087642,0.002178846,0.007035808,0.000217256,0.02647329,0.0003379984,0.9308763],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9917858,"threshold_uncertainty_score":0.7110996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01175869041882481,"score_gpt":0.2331301823957445,"score_spread":0.2213714919769197,"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."}}