{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003761938,0.0001625227,0.0001029753,0.001446609,0.000194659,0.0002626196,0.0001447732,0.0001748965,0.001002987],"category_scores_gemma":[0.0006327843,0.00008788734,0.0001345796,0.0003172338,0.0002208368,0.0002180942,0.0002796518,0.0001191867,0.0002624582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001266079,"about_ca_system_score_gemma":0.0001124861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004703177,"about_ca_topic_score_gemma":0.0005381751,"domain_scores_codex":[0.9998511,0.00004168173,0.0000140862,0.00001644428,0.00003313746,0.00004348731],"domain_scores_gemma":[0.9996787,0.00009153484,0.00006027094,0.00002899149,0.00007557024,0.00006489542],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000854675,0.00005442437,0.5667331,0.0001282203,0.00003146731,0.007699311,0.0005371007,0.0002304042,0.3927604,0.0003633597,0.0001688432,0.03043873],"study_design_scores_gemma":[0.00001549189,0.0006397879,0.8712654,0.00003987045,0.00005827682,0.03103792,0.0009394914,0.002001073,0.08860183,0.0003762924,0.005007196,0.0000174161],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977692,0.0004705149,0.0006993467,0.0000132659,0.000003229163,0.000007842157,0.00002719453,0.00001440977,0.0009950341],"genre_scores_gemma":[0.9985037,0.0003690933,0.0007099619,0.000009628129,0.000005243997,0.000007390484,0.00006055635,0.000003009238,0.000331522],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001446609,"threshold_uncertainty_score":0.003355384,"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."}}