{"id":"W7017883702","doi":"","title":"Characterizing Cancer Associated Fibroblasts from Pancreatic Ductal Adenocarcinoma Patient Samples","year":2021,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Schulich School of Medicine and Dentistry; Lawson Health Research Institute; Children's Health Research Institute","keywords":"Pancreatic ductal adenocarcinoma; Cancer; Adenocarcinoma; Pancreatic cancer; Disease","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002968209,0.0002666332,0.0001828059,0.0008364796,0.0005553854,0.0005701323,0.0002642197,0.0004639839,0.003153642],"category_scores_gemma":[0.0007387309,0.0001504506,0.0002541174,0.0005209449,0.0001707622,0.0001511125,0.0003262295,0.0004313652,0.001467105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001292425,"about_ca_system_score_gemma":0.0002560116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001399193,"about_ca_topic_score_gemma":0.002236163,"domain_scores_codex":[0.999612,0.00003799338,0.00006175144,0.00009149295,0.0001335425,0.00006318474],"domain_scores_gemma":[0.999721,0.00007132714,0.00001889422,0.0000543174,0.00009939077,0.00003497136],"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":[0.0007536849,0.000149269,0.05934388,0.000180309,0.0000597696,0.007048789,0.0005490605,0.0002072521,0.9107001,0.0002692176,0.001443758,0.01929495],"study_design_scores_gemma":[0.0001644421,0.001035531,0.3547155,0.0001193867,0.0003247072,0.05913965,0.003406314,0.00255549,0.5102352,0.0005527179,0.06771371,0.00003740529],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.979198,0.001736872,0.005150698,0.0003276783,0.0001297281,0.0002874752,0.0048058,0.0001080709,0.008255823],"genre_scores_gemma":[0.9688618,0.001785765,0.007709455,0.0004534351,0.00007001039,0.0002801036,0.014875,0.0000617581,0.005902668],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003153642,"threshold_uncertainty_score":0.01055002,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1220148129413357,"score_gpt":0.3473431117624904,"score_spread":0.2253282988211547,"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."}}