{"id":"W4380417914","doi":"","title":"Advanced epithelial ovarian carcinoma. Impact of primary optimal debulking surgery. Alexis Vautrin Institute Experience.","year":2010,"lang":"en","type":"preprint","venue":"INRIA a CCSD electronic archive server","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre d'expertise et de recherche en infrastructures urbaines","funders":"","keywords":"Debulking; Medicine; Ovarian carcinoma; Epithelial ovarian carcinoma; Primary (astronomy); General surgery; Surgery; Oncology; Ovarian cancer; Internal medicine; Cancer; Physics","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":[0.0006570544,0.0001910469,0.0003559639,0.0004206063,0.0003716366,0.0006131384,0.0002392054,0.0002329685,0.00324998],"category_scores_gemma":[0.002130014,0.00008345791,0.0003433105,0.0004600951,0.0001651586,0.0003170058,0.0006018933,0.0003313548,0.0004030314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001101154,"about_ca_system_score_gemma":0.0007427761,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006665025,"about_ca_topic_score_gemma":0.01040526,"domain_scores_codex":[0.9996197,0.0001357412,0.00003116515,0.00006654978,0.00007313986,0.00007357459],"domain_scores_gemma":[0.9995345,0.0001689217,0.00007314179,0.00002933706,0.00003185281,0.0001623602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007260998,0.001240661,0.5306007,0.0003369351,0.0004262746,0.002663185,0.0005731001,0.002219941,0.001939089,0.0007673206,0.009708137,0.4422636],"study_design_scores_gemma":[0.000361466,0.003834621,0.9644239,0.0002287139,0.0003245136,0.005444958,0.0006659412,0.0004167914,0.0007205714,0.0003742513,0.0231778,0.00002650542],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9454364,0.0360797,0.0001862251,0.001609245,0.0001554306,0.00002992846,0.001431415,0.0000195385,0.0150522],"genre_scores_gemma":[0.9875859,0.008921022,0.0001942533,0.0002517145,0.0001469193,0.00001139625,0.001508448,0.00001122195,0.001369119],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006665025,"threshold_uncertainty_score":0.01325244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01905176820064131,"score_gpt":0.2903930497167827,"score_spread":0.2713412815161414,"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."}}