{"id":"W3011562658","doi":"10.1158/1078-0432.ccr-19-3724","title":"GATA6 Expression Distinguishes Classical and Basal-like Subtypes in Advanced Pancreatic Cancer","year":2020,"lang":"en","type":"article","venue":"Clinical Cancer Research","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":346,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lunenfeld-Tanenbaum Research Institute; McGill University Health Centre; McGill University; University Health Network; Kingston General Hospital; Princess Margaret Cancer Centre; Ontario Institute for Cancer Research","funders":"Pancreatic Cancer Canada Foundation; Canadian Cancer Society Research Institute; Hebrew University of Jerusalem; Government of Ontario; Princess Margaret Cancer Foundation","keywords":"Pancreatic cancer; GATA6; In situ hybridization; Biology; Basal (medicine); Internal medicine; FOLFIRINOX; Oncology; KRAS; Cancer research; Pathology; Medicine; Cancer; Gene expression; Gene; Genetics; Colorectal cancer","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0007365675,0.0001680929,0.0003470026,0.0001741492,0.0001325717,0.0004903217,0.0001514512,0.0002407927,0.001139629],"category_scores_gemma":[0.0007171633,0.000132941,0.0002624029,0.0002241918,0.000300388,0.0002364609,0.0002211843,0.0003676066,0.0002363536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002256996,"about_ca_system_score_gemma":0.0001172594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003346006,"about_ca_topic_score_gemma":0.0005723046,"domain_scores_codex":[0.9997342,0.00008349832,0.00002079133,0.00007694274,0.00005734215,0.00002731609],"domain_scores_gemma":[0.9996356,0.0001019815,0.0001153698,0.00004131601,0.00004391381,0.00006180957],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01627959,0.0001717438,0.8841477,0.0002278291,0.0002594108,0.0001103663,0.00009635261,0.0005845182,0.07400247,0.0001120333,0.0004128894,0.02359512],"study_design_scores_gemma":[0.0002452964,0.001764103,0.9796481,0.00002763374,0.0001947126,0.0006730469,0.0001567307,0.001953526,0.01411256,0.0002676384,0.0009449823,0.0000116683],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981208,0.0008824216,0.000311519,0.0000341227,0.000007465059,0.00000958645,0.000291391,0.000006633036,0.0003360583],"genre_scores_gemma":[0.9989856,0.0001525091,0.0002301143,0.00003607102,0.000006399664,0.000007022586,0.0004137226,0.000002493357,0.0001660755],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001139629,"threshold_uncertainty_score":0.003895342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2617640132675826,"score_gpt":0.5403275624752844,"score_spread":0.2785635492077017,"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."}}