{"id":"W4210386244","doi":"10.1016/j.athoracsur.2010.09.036","title":"Invited Commentary","year":2011,"lang":"en","type":"letter","venue":"The Annals of Thoracic Surgery","topic":"Neuroendocrine Tumor Research Advances","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Population; Incidence (geometry); Gold standard (test); Epidemiology; Carcinoid tumour; Randomized controlled trial; Disease; General surgery; Internal medicine; Database; Surgery; Oncology","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":[0.006243936,0.001556874,0.002618546,0.001428942,0.008063017,0.009165498,0.003575543,0.111136,0.01775405],"category_scores_gemma":[0.05975152,0.001395393,0.002602664,0.001147295,0.004233764,0.004602845,0.004385714,0.06724472,0.01400026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01066835,"about_ca_system_score_gemma":0.0106854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009969916,"about_ca_topic_score_gemma":0.01529257,"domain_scores_codex":[0.9911069,0.002056938,0.0007839548,0.001234071,0.002905182,0.001913018],"domain_scores_gemma":[0.9784074,0.01030106,0.001810063,0.0006053252,0.004632096,0.004244023],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001589456,0.000005593213,0.0001316915,0.00003287396,0.000008875472,0.0004783498,0.00007715746,0.00001700492,0.00002970744,0.0005782077,0.9968402,0.001784535],"study_design_scores_gemma":[0.00007446727,0.00002950195,0.0006275557,0.0003864244,0.00004787448,0.0009451362,0.000456048,0.0001343229,0.0001149624,0.002665915,0.9944613,0.00005649116],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001305087,0.001261755,0.00002909342,0.931478,0.06420822,0.0000122762,0.00003313753,0.00001627954,0.002830656],"genre_scores_gemma":[0.001202117,0.0006023608,0.00003765117,0.9436718,0.0458318,0.00003114618,0.00001835481,0.00001574584,0.008589032],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.111136,"threshold_uncertainty_score":0.07740468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2195507078172434,"score_gpt":0.4282593930392024,"score_spread":0.208708685221959,"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."}}