{"id":"W4200207282","doi":"10.1159/000520946","title":"Cell Type of Pancreatic Ductal Adenocarcinoma Origin: Implications for Prognosis and Clinical Outcomes","year":2021,"lang":"en","type":"review","venue":"Visceral Medicine","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Cancer research; Pancreatic ductal adenocarcinoma; Carcinogenesis; Biology; Cell; Disease; Ductal cells; Cell type; Adenocarcinoma; Pancreas; Medicine; Pancreatic cancer; Bioinformatics; Pathology; Cancer; Genetics; Endocrinology","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":[0.0007251024,0.0006054522,0.001617309,0.001350424,0.0001807652,0.0007973755,0.0006427719,0.0006649491,0.002163459],"category_scores_gemma":[0.001386028,0.0001549751,0.0005451974,0.001581971,0.0004374718,0.0006991159,0.0004611672,0.001140541,0.0009788064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005782209,"about_ca_system_score_gemma":0.000913143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001042915,"about_ca_topic_score_gemma":0.001575279,"domain_scores_codex":[0.999763,0.00005592309,0.00003863106,0.00004699927,0.00007269608,0.00002279296],"domain_scores_gemma":[0.9995036,0.0002726291,0.00006282513,0.00001139217,0.0001244184,0.00002520904],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001377905,0.00002421096,0.001240036,0.01568647,0.0002029679,0.0001584956,0.00004457134,0.0002690081,0.0005706944,0.002064577,0.02472461,0.9548766],"study_design_scores_gemma":[0.00004088272,0.0001928664,0.008732188,0.02180948,0.0008522292,0.004236811,0.0001992622,0.0001936431,0.0005729281,0.003607258,0.9595104,0.00005203113],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001044587,0.9991418,0.00003759767,0.0002407953,0.0001072187,0.00000148523,0.00001931437,0.000002572953,0.0003448518],"genre_scores_gemma":[0.0007695617,0.9988342,0.00005640614,0.00009602688,0.00008376013,0.000002651288,0.0000286007,7.492666e-7,0.0001281013],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002163459,"threshold_uncertainty_score":0.007237554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2966167847433605,"score_gpt":0.5366719740275404,"score_spread":0.2400551892841799,"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."}}