{"id":"W4386116397","doi":"10.1007/s12022-023-09785-x","title":"The Spectrum of Neuroendocrine Neoplasia: A Practical Approach to Diagnosis, Classification and Therapy by Sylvia L. Asa, Stefano La Rosa, Ozgur Mete","year":2023,"lang":"en","type":"review","venue":"Endocrine Pathology","topic":"Neuroendocrine Tumor Research Advances","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Hospital Foundation","funders":"Università degli Studi di Pavia","keywords":"Medicine; Internal medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005430276,0.000867791,0.002795264,0.0005680181,0.0001823208,0.00009336306,0.0006017524,0.00005494364,0.00002991879],"category_scores_gemma":[0.00356708,0.0005766076,0.0004624161,0.001185816,0.0006620897,0.000129807,0.0006203598,0.001842527,0.0001395881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009620521,"about_ca_system_score_gemma":0.0004146684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003627098,"about_ca_topic_score_gemma":0.00001578816,"domain_scores_codex":[0.9931238,0.001895806,0.001399432,0.001456894,0.0008069726,0.001317132],"domain_scores_gemma":[0.9923625,0.004856017,0.0006709186,0.001448135,0.0001425659,0.000519877],"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":[0.000685768,0.001688513,0.0006716027,0.01336562,0.0008583789,0.02461437,0.00006485655,9.897055e-7,0.0002633584,0.006310639,0.05284921,0.8986267],"study_design_scores_gemma":[0.001109805,0.001375876,0.0002494058,0.0006600604,0.0004270306,0.04031982,0.00005975554,0.00001117342,0.0001926851,0.0001332213,0.9551169,0.0003442335],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007218682,0.9862998,0.00005585455,0.005883865,0.0003777684,0.00464865,0.0002716639,0.0002255585,0.001515044],"genre_scores_gemma":[0.000447041,0.9912788,0.0007969303,0.0001771781,0.0002644858,0.003325392,0.0002503046,0.0002630918,0.003196833],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9022677,"threshold_uncertainty_score":0.9996685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09716209802721128,"score_gpt":0.4183636927831181,"score_spread":0.3212015947559069,"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."}}