{"id":"W1969870246","doi":"10.1002/dc.20582","title":"Secondary prostatic adenocarcinoma: A cytopathological study of 50 cases","year":2007,"lang":"en","type":"article","venue":"Diagnostic Cytopathology","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Cytokeratin; Medicine; Pathology; Carcinoembryonic antigen; Immunostaining; Cytopathology; Adenocarcinoma; Prostate-specific antigen; Prostate; Cytology; Fine-needle aspiration; Biopsy; Immunohistochemistry; Cancer; 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":[],"consensus_categories":[],"category_scores_codex":[0.0007522819,0.0002380504,0.0006581806,0.0003083513,0.0000957993,0.000008666351,0.0001369381,0.0001528037,0.0002325478],"category_scores_gemma":[0.002106107,0.0001781034,0.0001022733,0.0003294215,0.0003555971,0.00005142223,0.0001379159,0.0004060564,0.000057338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001026642,"about_ca_system_score_gemma":0.0002011574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007194568,"about_ca_topic_score_gemma":0.00008169062,"domain_scores_codex":[0.9978254,0.0001596209,0.0005619096,0.0005059608,0.0003475368,0.0005995831],"domain_scores_gemma":[0.9966977,0.002293803,0.0001305846,0.0004682727,0.000181104,0.0002285126],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00116593,0.003361714,0.933925,0.0001667458,0.00005081486,0.04966383,0.002219361,8.697707e-7,0.002640898,0.0001294741,0.0002181645,0.006457226],"study_design_scores_gemma":[0.005587291,0.01039635,0.9716619,0.00006854824,0.0002157457,0.004870872,0.003395496,0.000002608336,0.003328443,0.0001441432,0.0001710563,0.0001576054],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992994,0.003130012,0.0001787831,0.0002367071,0.0001928824,0.001739173,0.00003679794,0.00007418675,0.00141742],"genre_scores_gemma":[0.9985109,0.000135095,0.000483801,0.000202267,0.000126741,0.0001444535,0.00005597171,0.00002905227,0.0003117018],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04479296,"threshold_uncertainty_score":0.7262847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0376473743677126,"score_gpt":0.3442822959856611,"score_spread":0.3066349216179485,"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."}}