{"id":"W2951844780","doi":"10.1016/j.hpb.2019.03.009","title":"Comparison of primary and metastatic pancreatic cancer by integration of clinical, pathologic, genomic and transcriptional features","year":2019,"lang":"en","type":"article","venue":"HPB","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital; University Health Network","funders":"","keywords":"Medicine; Pancreatic cancer; Cancer research; Cell cycle; Stromal cell; Primary tumor; Cancer; Transcriptome; Metastasis; Gene; Oncology; Internal medicine; Biology; Gene expression; 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":[0.0004520316,0.0001595385,0.0003381527,0.001268085,0.0001995456,0.0008446191,0.0001737072,0.0003029552,0.003801318],"category_scores_gemma":[0.001041286,0.0001378049,0.0001979236,0.0007588591,0.0003217502,0.0002740638,0.0005173267,0.0003406949,0.0004955626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001947264,"about_ca_system_score_gemma":0.0001474647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005992057,"about_ca_topic_score_gemma":0.0006267554,"domain_scores_codex":[0.9997213,0.00004097139,0.00002331356,0.00007407634,0.00007569485,0.00006451103],"domain_scores_gemma":[0.9993749,0.0002387362,0.0001287428,0.00005675647,0.00008133371,0.0001194852],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003407766,0.00008843157,0.6811057,0.000164208,0.0002781054,0.0008766796,0.0003569684,0.0002512201,0.2862875,0.0003220346,0.0004663802,0.02639509],"study_design_scores_gemma":[0.00001810541,0.0002234543,0.9806684,0.00001561973,0.0001261685,0.002397678,0.0005047296,0.0006303825,0.01293618,0.000229203,0.002242795,0.000007278659],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952652,0.0007317277,0.0006961923,0.000080115,0.00001184616,0.00001122156,0.0009053552,0.00002797562,0.002270258],"genre_scores_gemma":[0.9979891,0.0001741445,0.0003377322,0.00002732339,0.000009798566,0.00001135848,0.0008964618,0.00001506978,0.0005390929],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003801318,"threshold_uncertainty_score":0.01271665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1057814376847809,"score_gpt":0.4415167791282502,"score_spread":0.3357353414434693,"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."}}