{"id":"W3170783927","doi":"10.1007/978-3-030-54391-4_2","title":"The Diagnosis of Neuroendocrine Neoplasms","year":2020,"lang":"en","type":"book-chapter","venue":"","topic":"Neuroendocrine Tumor Research Advances","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Neuroendocrine tumors; Pancreas; Medicine; Pathology; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00003556432,0.0003399957,0.000637506,0.0001061202,0.00007649597,0.00002134451,0.000342003,0.00000957157,0.001338479],"category_scores_gemma":[0.0005303429,0.0002081319,0.000310632,0.0000587448,0.0003327404,0.00004187748,0.0003079775,0.0007722722,0.0002721779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003047551,"about_ca_system_score_gemma":0.0001918123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001607377,"about_ca_topic_score_gemma":0.00003943302,"domain_scores_codex":[0.9978738,0.00002045261,0.000495334,0.0004346633,0.0008127098,0.0003629792],"domain_scores_gemma":[0.9978651,0.0007517939,0.0001953964,0.0007075027,0.0001698067,0.0003104318],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001529863,0.0001432331,0.001677362,0.001232532,0.0007006754,0.04182259,0.00001152384,0.000003542506,0.0004923762,0.5486614,0.3626235,0.04110146],"study_design_scores_gemma":[0.0005813346,0.001034094,0.00005499933,0.0001220171,0.0001110269,0.001339589,0.00000813891,0.000007336291,0.005328879,0.002574529,0.9886932,0.0001447961],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002243572,0.001811723,0.000002754645,0.02302513,0.0002251635,0.0009643728,0.00004062787,0.000125197,0.9735807],"genre_scores_gemma":[0.01690189,0.01134187,0.0001600584,0.001179468,0.0002759168,0.00006759544,0.00002414373,0.000137775,0.9699113],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6260698,"threshold_uncertainty_score":0.9995744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03503972398859524,"score_gpt":0.30594324727546,"score_spread":0.2709035232868648,"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."}}