{"id":"W4251621278","doi":"10.1002/9780471420194.tnmc18.pub3","title":"Ampulla of Vater","year":2017,"lang":"en","type":"other","venue":"TNM Online","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Ampulla of Vater; Medicine; Internal medicine","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":[0.0001516074,0.0005800312,0.0004201392,0.001997941,0.0009667455,0.001016872,0.0005004086,0.0007080589,0.02014458],"category_scores_gemma":[0.001280964,0.0001691798,0.0006162355,0.001636955,0.0007831581,0.0005870342,0.001028163,0.0006497843,0.006101245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001096883,"about_ca_system_score_gemma":0.0005172175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002753731,"about_ca_topic_score_gemma":0.002605439,"domain_scores_codex":[0.9995922,0.00003037868,0.00002830584,0.00008481963,0.00008281023,0.0001813716],"domain_scores_gemma":[0.9996061,0.00007845293,0.00009985978,0.00006900586,0.00003316351,0.0001135572],"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":[0.001191556,0.0003164404,0.1869609,0.001980434,0.0003439015,0.3486988,0.0007084524,0.002471459,0.04686609,0.009605191,0.03079338,0.3700634],"study_design_scores_gemma":[0.00007264688,0.0003321755,0.1477717,0.0005330757,0.00008570089,0.7570136,0.0003758017,0.0008561156,0.008281749,0.003010654,0.08162121,0.00004559125],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.5760858,0.04609509,0.007341629,0.002486996,0.001192037,0.0003684616,0.007229294,0.00105524,0.3581454],"genre_scores_gemma":[0.9595435,0.004490607,0.001454973,0.0007475608,0.0004245653,0.00004717669,0.00103561,0.00006238486,0.03219376],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02014458,"threshold_uncertainty_score":0.06739032,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03396979683778507,"score_gpt":0.3388172466755554,"score_spread":0.3048474498377703,"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."}}