{"id":"W4415785825","doi":"10.71104/jsogp.v15i4.940","title":"K167 as a Prognostic Indicator in Serous Types of Ovarian Malignancies","year":2025,"lang":"","type":"article","venue":"Journal of The Society of Obstetricians and Gynaecologists of Pakistan","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pontifical Institute of Mediaeval Studies","funders":"","keywords":"Serous fluid; Immunohistochemistry; H&E stain; Serous carcinoma; Cohort; Ovarian carcinoma; Cohort study; Carcinoma","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":[0.0004473393,0.0002017815,0.0002133083,0.0008711984,0.0002762788,0.0004461205,0.0002426968,0.0002877704,0.001522549],"category_scores_gemma":[0.002104471,0.000150634,0.0002202006,0.0007557156,0.000249672,0.0003302154,0.0003160272,0.0002573257,0.000319008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001619221,"about_ca_system_score_gemma":0.0002814447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001283523,"about_ca_topic_score_gemma":0.001721675,"domain_scores_codex":[0.9998055,0.00004353064,0.00003258764,0.00003331926,0.00004374312,0.00004136226],"domain_scores_gemma":[0.9986742,0.0002330154,0.0007029907,0.00005738923,0.0001388937,0.0001935162],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001482719,0.000006749196,0.9982694,0.000008229613,0.000007686814,0.0001322323,0.00001784225,0.00001652613,0.0002804734,0.000004423428,0.00003023776,0.001077861],"study_design_scores_gemma":[0.000006523469,0.0001441745,0.9972556,0.000008871562,0.00002307415,0.001780958,0.0001661969,0.000187344,0.0001789286,0.00001795509,0.0002271504,0.000003171989],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990608,0.0004489594,0.00007642493,0.00002986721,0.00001037536,0.000005295181,0.0001325668,0.000003915899,0.0002317261],"genre_scores_gemma":[0.9995926,0.0001100651,0.00007847342,0.000005834973,0.00001176934,0.000002351471,0.0001293718,0.000001040885,0.00006851084],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001522549,"threshold_uncertainty_score":0.005093396,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01041435458074125,"score_gpt":0.2919414382362298,"score_spread":0.2815270836554885,"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."}}