{"id":"W4211022054","doi":"10.3390/diagnostics12020458","title":"Low-Grade Serous Carcinoma of the Ovary: The Current Status","year":2022,"lang":"en","type":"review","venue":"Diagnostics","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"Occupational Cancer Research Centre","funders":"","keywords":"Medicine; Serous carcinoma; Oncology; Serous fluid; Internal medicine; Chemotherapy; Ovarian carcinoma; Hormonal therapy; Adjuvant therapy; Clinical trial; Ovarian cancer; 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":[0.0005754163,0.0006248221,0.001531342,0.002286122,0.0002817892,0.00138732,0.000826438,0.0008375324,0.004751622],"category_scores_gemma":[0.001015206,0.0002444553,0.0005111534,0.002981147,0.0004308328,0.001545242,0.0006172733,0.0011767,0.001799727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005918847,"about_ca_system_score_gemma":0.001602212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001459094,"about_ca_topic_score_gemma":0.002615201,"domain_scores_codex":[0.9997939,0.00003160115,0.00004178845,0.00003614265,0.00007669195,0.00001989153],"domain_scores_gemma":[0.9993511,0.0003042738,0.0001215091,0.00001746047,0.000153951,0.00005178224],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000813533,0.00003512083,0.0002173986,0.03424448,0.00009620727,0.0001669941,0.00004890407,0.0002010083,0.0007993007,0.001429079,0.02639228,0.9362878],"study_design_scores_gemma":[0.00001686555,0.00007356545,0.001247364,0.009677714,0.0003771728,0.001709734,0.00007913939,0.00009147888,0.0002513937,0.001107878,0.9853492,0.00001839171],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007828916,0.9990294,0.00003814006,0.0002062452,0.0001072171,0.000002061907,0.00001880838,0.000006424565,0.0005133927],"genre_scores_gemma":[0.0005496943,0.998913,0.00007153233,0.0001239672,0.00009514065,0.000002252534,0.00003633507,0.000001072737,0.0002069128],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004751622,"threshold_uncertainty_score":0.01589578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07120686647244653,"score_gpt":0.3462474343792789,"score_spread":0.2750405679068324,"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."}}