{"id":"W6902099762","doi":"10.6084/m9.figshare.10034216.v1","title":"Additional file 1: of The prognosis impact of hyperthermic intraperitoneal chemotherapy (HIPEC) plus cytoreductive surgery (CRS) in advanced ovarian cancer: the meta-analysis","year":2019,"lang":"en","type":"article","venue":"Figshare","topic":"Intraperitoneal and Appendiceal Malignancies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hyperthermic intraperitoneal chemotherapy; Cytoreductive surgery; Table (database); Debulking; Quality (philosophy); Ovarian cancer; Chemotherapy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006082961,0.0002237654,0.001023857,0.0001324701,0.00005178572,0.00001036965,0.0002397221,0.00009950707,0.9737338],"category_scores_gemma":[0.0003551169,0.0001125807,0.001649854,0.001032033,0.00006138431,0.00009602585,0.00004799999,0.0002234142,0.00007679601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001205076,"about_ca_system_score_gemma":0.0006157678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003567887,"about_ca_topic_score_gemma":0.0001135057,"domain_scores_codex":[0.9985569,0.00008960548,0.0004170469,0.0002762579,0.0003879416,0.0002722252],"domain_scores_gemma":[0.9979671,0.0009959099,0.0003756519,0.0003860361,0.0002214259,0.00005391371],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0004267818,0.00024376,0.001105741,0.0002623815,0.02354579,0.000008270408,0.0006878379,0.0005521174,0.002017202,0.000005465249,0.969021,0.002123623],"study_design_scores_gemma":[0.001651924,0.0005029807,0.8236942,0.002641671,0.01296946,0.00007137193,0.001129439,0.001220365,0.01796666,0.00005049186,0.1373478,0.0007536391],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.07801953,0.0003647554,1.845101e-8,0.0005198979,0.00002395759,0.0006729279,0.9198799,0.00001337276,0.0005056109],"genre_scores_gemma":[0.8183848,0.00000793984,0.00004400691,0.0002615667,0.00009547956,0.001615109,0.1789815,0.00002556091,0.0005840838],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.973657,"threshold_uncertainty_score":0.4590906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04097537675735209,"score_gpt":0.2842311591053116,"score_spread":0.2432557823479595,"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."}}