{"id":"W4292466725","doi":"10.1177/10668969221116629","title":"Reporting Trends, Practices, and Resource Utilization in Neuroendocrine Tumors of the Prostate Gland: A Survey among Thirty-Nine Genitourinary Pathologists","year":2022,"lang":"en","type":"article","venue":"International Journal of Surgical Pathology","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Neuroendocrine differentiation; Grading (engineering); Medicine; Neuroendocrine tumors; Prostate; Adenocarcinoma; Immunohistochemistry; Pathology; Carcinoma; Small-cell carcinoma; Surgical pathology; Oncology; Prostate cancer; Internal medicine; Cancer; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.002616058,0.0001378367,0.0002957695,0.001361491,0.0005573335,0.0008706586,0.0004761876,0.0005417598,0.001058749],"category_scores_gemma":[0.007012718,0.0003337268,0.0003016516,0.001826205,0.0004841914,0.0008055462,0.001049861,0.0005070145,0.0002769774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006293749,"about_ca_system_score_gemma":0.000891142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007244912,"about_ca_topic_score_gemma":0.007250017,"domain_scores_codex":[0.9979327,0.0007012355,0.000442818,0.0002474466,0.000437358,0.000238552],"domain_scores_gemma":[0.9898149,0.002911695,0.004283992,0.0003409166,0.001299468,0.001349022],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002103574,0.0000367775,0.9906632,0.0000886937,0.00001735748,0.0001189608,0.005835947,0.00002981539,0.0002915146,0.00002391839,0.0002554363,0.002617255],"study_design_scores_gemma":[0.000004221618,0.0001951568,0.9739105,0.00007680781,0.00001384947,0.0005507142,0.02382344,0.000217578,0.000109792,0.00002155907,0.001063226,0.00001331322],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988685,0.000222736,0.00007808546,0.0001807032,0.000003852602,0.00002382478,0.0002723683,0.000004176113,0.0003459652],"genre_scores_gemma":[0.9988875,0.0003753915,0.0002430591,0.0001338491,0.000006196187,0.00003862154,0.0002079491,0.000002494211,0.0001048571],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.997384,"threshold_uncertainty_score":0.01440549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0808525661812582,"score_gpt":0.3848645564305988,"score_spread":0.3040119902493406,"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."}}