{"id":"W7075604496","doi":"","title":"Distal Pancreatectomy Fistula Risk Score (D-FRS):Development and International Validation","year":2023,"lang":"en","type":"article","venue":"","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Hospital Foundation","funders":"","keywords":"Distal pancreatectomy; Risk assessment; Framingham Risk Score; Pancreatic fistula; Complication","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":[0.009894331,0.001250539,0.001058243,0.003188387,0.0004933387,0.001569364,0.001242346,0.0008547658,0.002200704],"category_scores_gemma":[0.01922303,0.0003417038,0.001429302,0.001964343,0.0009042959,0.001015679,0.002303793,0.001504673,0.0006934319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000986572,"about_ca_system_score_gemma":0.002166767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003969692,"about_ca_topic_score_gemma":0.002439398,"domain_scores_codex":[0.9958561,0.001260341,0.0005993861,0.0007113703,0.001308916,0.0002638178],"domain_scores_gemma":[0.989608,0.003107941,0.002118912,0.0007847836,0.003676806,0.0007035842],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009962074,0.0003186032,0.876048,0.0002434617,0.0007246105,0.0000903716,0.0003137987,0.001476894,0.0008622698,0.00173534,0.005246871,0.1119437],"study_design_scores_gemma":[0.0003997301,0.001359826,0.9630705,0.0004297534,0.0007163941,0.001211288,0.0005036147,0.005348042,0.002030404,0.002018658,0.02284467,0.00006712051],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9372611,0.006740714,0.02156596,0.002344453,0.0006900572,0.0009861878,0.01163814,0.0003067693,0.01846651],"genre_scores_gemma":[0.9514939,0.002329648,0.02674342,0.000386985,0.0001909389,0.0009833302,0.0150073,0.00009506031,0.002769414],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009894331,"threshold_uncertainty_score":0.0523268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03291645034299171,"score_gpt":0.2851436060664188,"score_spread":0.252227155723427,"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."}}