{"id":"W4282925868","doi":"10.1158/1538-7445.am2022-lb177","title":"Abstract LB177: Widespread hypertranscription in aggressive human cancer","year":2022,"lang":"en","type":"article","venue":"Cancer Research","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Institute for Cancer Research; Hospital for Sick Children","funders":"","keywords":"Cancer; Disease; Phenotype; Biology; Gene; Medicine; Cancer research; Genetics; Oncology; Bioinformatics; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002997769,0.0002659571,0.000487472,0.0008428262,0.0004301313,0.0009025477,0.0002860233,0.0003629298,0.002661553],"category_scores_gemma":[0.0006687164,0.0001958283,0.0002945435,0.00142036,0.0003627652,0.0002225107,0.0004385988,0.0006267652,0.0009678238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000649553,"about_ca_system_score_gemma":0.0005329057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003230603,"about_ca_topic_score_gemma":0.005213274,"domain_scores_codex":[0.999685,0.00003148607,0.00001824176,0.00009733649,0.0001370799,0.00003081436],"domain_scores_gemma":[0.9997086,0.00008176659,0.00009786945,0.00003290987,0.00003979904,0.00003904653],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00109677,0.0001131658,0.217776,0.0008915297,0.0002036811,0.001458995,0.0003388281,0.01348383,0.5990082,0.004147594,0.02637895,0.1351025],"study_design_scores_gemma":[0.00008634436,0.000490386,0.5976926,0.0001257716,0.0002689856,0.004098157,0.0005318297,0.05117204,0.2767215,0.009557942,0.0590995,0.0001548762],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9118865,0.008723515,0.03328461,0.001409605,0.0002691109,0.000181701,0.03101373,0.002525508,0.01070571],"genre_scores_gemma":[0.9555814,0.002532408,0.01418894,0.0003932317,0.00009135872,0.0001208574,0.02187655,0.0002255593,0.004989694],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003230603,"threshold_uncertainty_score":0.008903801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06416241647401208,"score_gpt":0.3948246814013953,"score_spread":0.3306622649273833,"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."}}