{"id":"W4386946390","doi":"10.1097/pcr.0000000000000234","title":"Metastatic Adenocarcinoma to the Uterine Cervix Versus Primary Cervical Adenocarcinoma","year":2018,"lang":"en","type":"article","venue":"AJSP Review and Reports","topic":"Urinary and Genital Oncology Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Hospital","funders":"","keywords":"Cervix; Adenocarcinoma; Medicine; Pathology; Metastasis; Immunohistochemistry; Endometrium; 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":[0.0004496476,0.0002095054,0.000656065,0.00004115514,0.0002181564,0.00001068291,0.00008009255,0.00004627857,0.0002750902],"category_scores_gemma":[0.0001460808,0.0001175791,0.0001240836,0.0002388024,0.000233737,0.0000559582,0.0002407413,0.0001674505,0.0001291856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000342797,"about_ca_system_score_gemma":0.00007675916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002155222,"about_ca_topic_score_gemma":0.00002527503,"domain_scores_codex":[0.9985364,0.00007907296,0.0004900626,0.0004064212,0.0002057638,0.0002822861],"domain_scores_gemma":[0.9988784,0.00008494274,0.0001346845,0.0005651683,0.0001314867,0.0002053083],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004962057,0.0007667236,0.7135963,0.01235965,0.002233842,0.01767942,0.00170128,1.536513e-7,0.0002108384,0.0003828426,0.2139773,0.03659545],"study_design_scores_gemma":[0.0004122837,0.002085887,0.7297069,0.0002808104,0.001294677,0.007018662,0.00005040948,1.773069e-7,0.00003418059,0.00004552117,0.2589352,0.0001353941],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1268795,0.8197829,0.00001900392,0.03791302,0.0009385404,0.001459971,0.000005768229,0.00006333213,0.0129379],"genre_scores_gemma":[0.9690223,0.008035986,0.0007764779,0.01646017,0.0005975183,0.0001227817,0.00001838548,0.00002300297,0.004943366],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8421428,"threshold_uncertainty_score":0.4794738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04297492742598032,"score_gpt":0.3403333319656995,"score_spread":0.2973584045397192,"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."}}