{"id":"W2285093314","doi":"10.1038/nature16965","title":"Genomic analyses identify molecular subtypes of pancreatic cancer","year":2016,"lang":"en","type":"article","venue":"Nature","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":3726,"is_retracted":false,"has_abstract":false,"ca_institutions":"Pancreas Centre (Canada)","funders":"Medical Research Council; Pancreatic Cancer UK; Wellcome Trust; Academy of Medical Sciences; National Cancer Institute; Cancer Research UK","keywords":"Biology; PDX1; Pancreatic cancer; Cancer research; KRAS; Wnt signaling pathway; Downregulation and upregulation; Progenitor cell; Cancer; Gene; Stem cell; Transcription factor; 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":[0.000325727,0.0003089519,0.0003896401,0.001740698,0.0004506061,0.001200843,0.0004144352,0.0004840041,0.003541502],"category_scores_gemma":[0.001239196,0.000227834,0.0005394411,0.001390783,0.0003884775,0.0004573569,0.0006911746,0.0006386769,0.0005526688],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004292832,"about_ca_system_score_gemma":0.000318763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001512152,"about_ca_topic_score_gemma":0.002723249,"domain_scores_codex":[0.9996226,0.00006197486,0.00003095519,0.0001098832,0.00009169508,0.00008293233],"domain_scores_gemma":[0.9993223,0.0002053497,0.0002640374,0.0000811743,0.00005264787,0.00007453663],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001105043,0.00008855185,0.820428,0.0001915626,0.0004535777,0.001317893,0.0003212956,0.001018717,0.09449797,0.002240174,0.002679737,0.07565761],"study_design_scores_gemma":[0.00004794735,0.0001672158,0.9604238,0.00005171278,0.000524288,0.004109572,0.0008798647,0.001820768,0.01498208,0.005583106,0.01139294,0.00001666382],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9808596,0.003763075,0.003096677,0.00153629,0.00005866958,0.00002390486,0.003043334,0.0001325984,0.007485831],"genre_scores_gemma":[0.9945756,0.001150714,0.001451028,0.0002732089,0.00007217778,0.00001110077,0.001617512,0.00003690941,0.0008116315],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003541502,"threshold_uncertainty_score":0.0118475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03526903766333178,"score_gpt":0.4244510632983102,"score_spread":0.3891820256349784,"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."}}