{"id":"W7020426030","doi":"","title":"Lack of Screening Programs for Pancreatic Ductal Adenocarcinoma (PDAC) in Canada: Barriers, Considerations, and Recommendations","year":2024,"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":true,"ca_institutions":"","funders":"","keywords":"Pancreatic ductal adenocarcinoma; Disease; Adenocarcinoma; MEDLINE; Clinical Practice","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0230731,0.0007050518,0.002285622,0.007076907,0.004832099,0.007135394,0.003863903,0.002946492,0.004881439],"category_scores_gemma":[0.119715,0.0008310121,0.002220487,0.01289203,0.002517401,0.004947932,0.002565745,0.002707544,0.0003358878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06055537,"about_ca_system_score_gemma":0.3448419,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9176227,"about_ca_topic_score_gemma":0.9592063,"domain_scores_codex":[0.9847817,0.004029307,0.003862692,0.0006995895,0.004834447,0.001792257],"domain_scores_gemma":[0.8666303,0.05817439,0.009510828,0.001027211,0.05839445,0.006262925],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00032509,0.0001214177,0.05068513,0.4139549,0.001745269,0.001392631,0.01241361,0.0008156192,0.0006842114,0.008494616,0.1170847,0.3922828],"study_design_scores_gemma":[0.0002066939,0.0001197466,0.05594403,0.7326069,0.004865679,0.0006516465,0.02788498,0.0006239992,0.0004793374,0.004110555,0.1723335,0.0001730098],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01195084,0.7800401,0.0009986868,0.1861944,0.001760569,0.001042588,0.002529674,0.00007375402,0.01540948],"genre_scores_gemma":[0.1480203,0.8099425,0.009693904,0.02756932,0.0003551698,0.001286661,0.001270503,0.00004074301,0.001820915],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08237725,"threshold_uncertainty_score":0.439362,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.179409876225911,"score_gpt":0.3804270928393721,"score_spread":0.2010172166134612,"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."}}