{"id":"W4312678234","doi":"10.22514/ejgo.2022.064","title":"Low-grade serous carcinoma with solid growth pattern: an unusual architecture and potential pitfall","year":2022,"lang":"en","type":"article","venue":"European Journal of Gynaecological Oncology","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Serous fluid; Serous carcinoma; Pathology; Oncology; Internal medicine; 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":[0.0004202782,0.0005606106,0.0004246315,0.00128962,0.0005877836,0.001087678,0.0006294961,0.00193888,0.001305481],"category_scores_gemma":[0.002935887,0.0004280311,0.0003149156,0.0008044078,0.001190585,0.0008912469,0.0007306238,0.0008840553,0.0006829232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002800267,"about_ca_system_score_gemma":0.000242892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005247716,"about_ca_topic_score_gemma":0.0008549079,"domain_scores_codex":[0.9996229,0.00007735057,0.00004606022,0.00005455699,0.00008859089,0.0001104617],"domain_scores_gemma":[0.9982338,0.0005812742,0.0005249021,0.0002806678,0.0001015306,0.000277776],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0001009678,0.00001794434,0.03452961,0.00009407021,0.00001294108,0.9509635,0.0001468306,0.0001614342,0.007141741,0.0007471044,0.0002806203,0.005803257],"study_design_scores_gemma":[0.000009805263,0.00003586719,0.008677345,0.00001307136,0.0000116467,0.9879649,0.0001028794,0.0006247947,0.00137805,0.0004047056,0.0007713305,0.000005665366],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9830081,0.004599434,0.004228369,0.001476504,0.0000874719,0.00006281083,0.0001104762,0.0002002861,0.006226539],"genre_scores_gemma":[0.997332,0.0005969806,0.001382183,0.0001498832,0.0001540479,0.000007761876,0.00003683774,0.00001183281,0.0003285523],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00193888,"threshold_uncertainty_score":0.004367292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01625498853532504,"score_gpt":0.2619288125673738,"score_spread":0.2456738240320487,"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."}}