{"id":"W4306248169","doi":"10.1111/his.14819","title":"Lung carcinoid tumours: histology and Ki‐67, the eternal rivalry","year":2022,"lang":"en","type":"article","venue":"Histopathology","topic":"Neuroendocrine Tumor Research Advances","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"Surgical Specialties (Canada)","funders":"Fondazione Italiana per la Ricerca sul Cancro; Associazione Italiana per la Ricerca sul Cancro; Ministero della Salute","keywords":"Histology; Medicine; Carcinoid tumour; Lymph node; Pathology; Ki-67; Stage (stratigraphy); Lymphovascular invasion; Immunohistochemistry; Internal medicine; Lung; Gastroenterology; Cancer; Metastasis; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002843293,0.0001535058,0.0003165123,0.0001824947,0.0004278051,0.000006563433,0.0002621247,0.00001050059,0.0005309004],"category_scores_gemma":[0.0002235016,0.00012095,0.00007233476,0.0001429782,0.0005956278,0.000041555,0.000470003,0.00082382,0.00002579407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002624494,"about_ca_system_score_gemma":0.000127404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008449491,"about_ca_topic_score_gemma":0.00002439748,"domain_scores_codex":[0.9980835,0.0004567596,0.0002298411,0.0004219469,0.0003178262,0.0004901585],"domain_scores_gemma":[0.9991041,0.0001622512,0.00009233561,0.0004547933,0.00004523138,0.0001412433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001554851,0.0004104639,0.7214169,0.0002141049,0.00001817525,0.1086253,0.001649621,0.00003498832,0.08662535,0.005997193,0.06903853,0.004414547],"study_design_scores_gemma":[0.001922453,0.001540897,0.3867533,0.000007377891,0.00009963743,0.1503287,0.0004358422,0.0001758632,0.0004922948,0.0008275341,0.4572031,0.0002130449],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9740019,0.007804536,0.00003173829,0.01252808,0.0006792949,0.0003952997,0.00001520892,0.0000808723,0.004463097],"genre_scores_gemma":[0.9893756,0.00009320399,0.0002724143,0.002582279,0.0001448624,0.000177978,0.00001069607,0.00003220022,0.007310763],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3881646,"threshold_uncertainty_score":0.5812987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01560413343802941,"score_gpt":0.2941299262689377,"score_spread":0.2785257928309083,"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."}}