{"id":"W4309189138","doi":"10.1158/1538-7445.panca22-a003","title":"Abstract A003: Developmental parallels in pancreatic cancer subtypes revealed by single cell transcriptomics","year":2022,"lang":"en","type":"article","venue":"Cancer Research","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Ontario Institute for Cancer Research; Princess Margaret Cancer Centre","funders":"","keywords":"Biology; KRAS; Pancreatic cancer; Cancer research; Basal (medicine); Gene; Cancer; Mutation; Genetics","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":[0.0004708688,0.0002706316,0.0005003719,0.0007121032,0.000474826,0.00139868,0.0002665775,0.0004626276,0.00172095],"category_scores_gemma":[0.000993079,0.0001880079,0.0004703799,0.0009791324,0.0003492211,0.000421868,0.00051828,0.0007525661,0.001092213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004065252,"about_ca_system_score_gemma":0.0005191289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002227703,"about_ca_topic_score_gemma":0.004248989,"domain_scores_codex":[0.9995649,0.00003103011,0.00002513173,0.0002190232,0.0001116936,0.00004819026],"domain_scores_gemma":[0.9993491,0.0002348529,0.00009381837,0.00007518243,0.0001718452,0.0000752599],"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":[0.0004825553,0.00006605868,0.08461996,0.0003807603,0.0001407006,0.0002139893,0.000310633,0.003241221,0.8704959,0.0008835226,0.003159469,0.03600522],"study_design_scores_gemma":[0.00003870263,0.0003862304,0.6790129,0.0001327024,0.0002156158,0.0009227719,0.001143665,0.05798797,0.2213372,0.004321093,0.0343755,0.0001257377],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8990826,0.001804857,0.03210434,0.000340576,0.0001010707,0.0001138833,0.06010275,0.001093292,0.005256719],"genre_scores_gemma":[0.88888,0.00102557,0.03621184,0.0003858596,0.00006674821,0.0003052544,0.06834891,0.0004252932,0.004350582],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002227703,"threshold_uncertainty_score":0.005757213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09860176322175405,"score_gpt":0.400451550738932,"score_spread":0.3018497875171779,"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."}}