{"id":"W2566303163","doi":"10.1158/1538-7445.panca16-b72","title":"Abstract B72: Pancreatic cancer cell drives stroma composition","year":2016,"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":"Centre de Recherche Industrielle du Québec","funders":"","keywords":"Stroma; Biology; Stromal cell; Transcriptome; Pancreatic cancer; Desmoplasia; In silico; Exome sequencing; Deep sequencing; Gene; Cancer research; Cell biology; Cancer; Genetics; Genome; Phenotype; Gene expression; Immunology","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":[0.0001358102,0.0001923872,0.0002172128,0.0002943248,0.0002006428,0.0005258194,0.00008987178,0.0001950083,0.003283904],"category_scores_gemma":[0.0001298984,0.0001462529,0.0001547696,0.0003667729,0.0001640343,0.0001465809,0.0002814104,0.0004260117,0.0009835281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002156979,"about_ca_system_score_gemma":0.0001927783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007753053,"about_ca_topic_score_gemma":0.0007193869,"domain_scores_codex":[0.9998161,0.00001843761,0.000008941218,0.00006336201,0.00006349843,0.00002969347],"domain_scores_gemma":[0.9998747,0.00002138807,0.00002629724,0.0000156026,0.00002368943,0.00003824047],"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":[0.00005029586,0.000005113872,0.0005409989,0.00001848752,0.000002637336,0.00001872321,0.0000119611,0.00002819064,0.9984107,0.00003451721,0.00005900225,0.000819305],"study_design_scores_gemma":[0.0000161733,0.000199116,0.06812797,0.00001449503,0.00002133321,0.0005182596,0.0001770324,0.001931735,0.9197698,0.0001379024,0.009075147,0.00001084936],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894859,0.001042028,0.003195385,0.0001184324,0.00003070327,0.00002049055,0.002881507,0.0002065972,0.003019114],"genre_scores_gemma":[0.9884461,0.0005520235,0.002028923,0.0001052828,0.00001159966,0.0000392084,0.003475912,0.00007367606,0.005267284],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003283904,"threshold_uncertainty_score":0.01098579,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09316345379063919,"score_gpt":0.4518958503250485,"score_spread":0.3587323965344094,"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."}}