{"id":"W3205432791","doi":"10.1177/11772719211049852","title":"Advancing the Care of Pancreatic Cancer Patients: Moving Beyond Just Tumour Tissue","year":2021,"lang":"en","type":"review","venue":"Biomarker Insights","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Advancing Health Outcomes; Vancouver General Hospital; BC Cancer Agency; Pancreas Centre (Canada); University of British Columbia","funders":"","keywords":"Medicine; Pancreatic cancer; Biobank; Incidence (geometry); Microbiome; Cancer; Disease; Colorectal cancer; Intensive care medicine; Breast cancer; Bioinformatics; Internal medicine; Oncology; Biology","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":[0.00132969,0.0007255732,0.001162848,0.001862606,0.000310248,0.001691269,0.0008024556,0.00147489,0.002068517],"category_scores_gemma":[0.002153967,0.0001920018,0.0007076841,0.002065436,0.0008333026,0.002390449,0.001168325,0.003278115,0.001288515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001121489,"about_ca_system_score_gemma":0.001990196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001378171,"about_ca_topic_score_gemma":0.002284521,"domain_scores_codex":[0.9995224,0.0001640653,0.00005437076,0.00005553871,0.0001596993,0.00004390566],"domain_scores_gemma":[0.9986939,0.000709981,0.0001216807,0.0000361894,0.0003344696,0.000103856],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005008255,0.00003870205,0.0002192315,0.01734276,0.00009451663,0.0001516961,0.0001061249,0.0002533582,0.0008027817,0.00506689,0.03465258,0.9412214],"study_design_scores_gemma":[0.00001476912,0.00008680109,0.000856812,0.0116077,0.0001073964,0.0009489871,0.0001826352,0.00009009768,0.0002537869,0.004192573,0.981639,0.00001935175],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000498468,0.9980174,0.0000977531,0.001121631,0.0002694598,0.000002192983,0.000006450327,0.000005107765,0.0004301461],"genre_scores_gemma":[0.0003471564,0.9987709,0.0001387659,0.0003959906,0.0002031915,0.000002448922,0.00001123458,0.000001017748,0.000129242],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002068517,"threshold_uncertainty_score":0.008137047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05679503931039245,"score_gpt":0.3967886273366778,"score_spread":0.3399935880262853,"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."}}