{"id":"W4288039477","doi":"10.3390/curroncol29080419","title":"High-Volume Hospitals’ Ovarian Cancer Care—Less Individual Approach or Better Treatment Results?","year":2022,"lang":"en","type":"article","venue":"Current Oncology","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Ovarian cancer; Cancer; Internal medicine; Overall survival; Oncology; Intervention (counseling); General surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002499533,0.0001493283,0.0004114429,0.0004697796,0.0005068755,0.002380628,0.0006864399,0.0005014567,0.008436775],"category_scores_gemma":[0.01096557,0.0001098447,0.0004667989,0.00120869,0.000444635,0.001707433,0.001184581,0.000776384,0.0005002679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001673209,"about_ca_system_score_gemma":0.002078779,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003771701,"about_ca_topic_score_gemma":0.01236121,"domain_scores_codex":[0.9976267,0.001061458,0.0001786993,0.0002163683,0.0004597602,0.0004569722],"domain_scores_gemma":[0.9922553,0.001466133,0.002740699,0.000280384,0.0007779766,0.002479548],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005050881,0.0005678133,0.7129053,0.0007138614,0.0005120454,0.0003558081,0.001201397,0.000809399,0.0003705927,0.002969077,0.01969511,0.2593946],"study_design_scores_gemma":[0.0001298528,0.0007186048,0.9646791,0.0006480662,0.0002534445,0.0007286499,0.003949966,0.0008846011,0.0003162255,0.002980869,0.02466312,0.00004758005],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9030818,0.01999676,0.001415596,0.05183358,0.00112822,0.0001034417,0.0009775407,0.00006466245,0.02139826],"genre_scores_gemma":[0.9934769,0.001972198,0.0006265585,0.002186834,0.0004975923,0.00002273856,0.0003894281,0.0000244502,0.0008031705],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008436775,"threshold_uncertainty_score":0.02822381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1166861735690835,"score_gpt":0.3815896924653017,"score_spread":0.2649035188962182,"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."}}