{"id":"W4214834442","doi":"10.1002/cncy.22564","title":"Adrenal gland cytology reporting: a multi‐institutional proposal for a standardized reporting system","year":2022,"lang":"en","type":"article","venue":"Cancer Cytopathology","topic":"Adrenal and Paraganglionic Tumors","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"National Cancer Institute","keywords":"Histopathology; Medicine; Cytology; Cytopathology; Atypia; Malignancy; Adrenal gland; Pathology; Radiology","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":["metaresearch"],"category_scores_codex":[0.2599047,0.0009877642,0.001322358,0.01513607,0.00350153,0.01277157,0.009562786,0.004298619,0.001335562],"category_scores_gemma":[0.191729,0.001385755,0.003084371,0.008204814,0.005517405,0.009100813,0.00871643,0.006425657,0.001411722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008203639,"about_ca_system_score_gemma":0.04466902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007221316,"about_ca_topic_score_gemma":0.004523993,"domain_scores_codex":[0.8358498,0.06496967,0.05888362,0.00812476,0.02824411,0.003928158],"domain_scores_gemma":[0.5727723,0.07370521,0.05173032,0.06037967,0.2258268,0.01558565],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0006374026,0.001215275,0.3104744,0.002210873,0.0006354622,0.00124325,0.006197921,0.005965531,0.006832012,0.08339743,0.07544465,0.5057458],"study_design_scores_gemma":[0.000834878,0.005534252,0.3249207,0.01076711,0.001743259,0.008160426,0.01302009,0.05765087,0.018772,0.04920873,0.507963,0.001424636],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.101725,0.009657231,0.7041973,0.1212111,0.009111538,0.02383631,0.002306094,0.007550089,0.02040533],"genre_scores_gemma":[0.1329053,0.001598481,0.8470557,0.007502208,0.001405578,0.005016265,0.002792712,0.0002775752,0.001446095],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.7400954,"threshold_uncertainty_score":0.9126693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05555421687041669,"score_gpt":0.3535469825448683,"score_spread":0.2979927656744517,"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."}}