{"id":"W971179102","doi":"10.1097/pgp.0000000000000179","title":"Immunophenotypic Analysis in Early Müllerian Serous Carcinogenesis","year":2015,"lang":"en","type":"article","venue":"International Journal of Gynecological Pathology","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre; Health Sciences Centre","funders":"","keywords":"Serous fluid; Immunohistochemistry; Pathology; Serous carcinoma; Carcinogenesis; Biology; Immunostaining; Carcinoma; Progesterone receptor; Cancer research; Estrogen receptor; Medicine; Cancer; Ovarian cancer; Breast cancer","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":[0.0004821126,0.0001149908,0.0005650467,0.0006813108,0.00001284374,0.00001474487,0.0002544535,0.0001437997,0.0003928132],"category_scores_gemma":[0.001004141,0.00007913861,0.0002798404,0.000583862,0.00006950563,0.00007495061,0.00006943467,0.0002393444,0.00003653251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004022722,"about_ca_system_score_gemma":0.0001339857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001093915,"about_ca_topic_score_gemma":0.000070612,"domain_scores_codex":[0.9984805,0.0001577795,0.0005867215,0.0001598224,0.0004294931,0.0001856975],"domain_scores_gemma":[0.9986412,0.0002228189,0.000254539,0.000108079,0.0005758731,0.0001975128],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00258745,0.0007438026,0.9780401,0.000002168952,0.001122641,0.008138727,0.0002401904,0.0002410596,0.0008948414,0.0002835697,0.00005341411,0.007652016],"study_design_scores_gemma":[0.005253298,0.001843701,0.9888411,0.000008484544,0.0003616551,0.0005240592,0.00009086903,0.00001799771,0.0002099181,0.002272969,0.0005037321,0.00007217724],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938091,0.0006182581,0.0002259464,0.001470622,0.0009164257,0.00008244549,0.000006956973,0.00000874501,0.002861475],"genre_scores_gemma":[0.9976528,0.00006464787,0.0009215288,0.0009931425,0.0002498576,0.000005841777,0.000009634748,0.000006443139,0.00009615248],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01080102,"threshold_uncertainty_score":0.4301029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04412723422319904,"score_gpt":0.3244494251720397,"score_spread":0.2803221909488407,"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."}}