{"id":"W6940139686","doi":"10.6084/m9.figshare.c.6583094","title":"Predicting chemoresponsiveness in epithelial ovarian cancer patients using circulating small extracellular vesicle-derived plasma gelsolin","year":2023,"lang":"en","type":"other","venue":"Figshare","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier de l’Université de Montréal; Ottawa Hospital; St. Francis Xavier University; University of Ottawa","funders":"","keywords":"Gelsolin; Serous fluid; Epithelial ovarian cancer; Biomarker; Circulating tumor cell; Extracellular; Nanoparticle tracking analysis; Chemotherapy","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":[0.0002289575,0.0001925397,0.0002439231,0.0005554056,0.000125182,0.0003888245,0.00009062204,0.0002598191,0.000698085],"category_scores_gemma":[0.0006187989,0.00009246142,0.000192213,0.0002850925,0.0001282901,0.0001851442,0.0002100977,0.0002431077,0.000118474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001574237,"about_ca_system_score_gemma":0.00008806234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004209894,"about_ca_topic_score_gemma":0.0004777423,"domain_scores_codex":[0.9998957,0.00002378636,0.00001555309,0.00003148652,0.00001930072,0.00001425826],"domain_scores_gemma":[0.9996718,0.00009334346,0.0001263795,0.00001417836,0.00004354611,0.00005080682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001196642,0.00005264247,0.9444441,0.00008440763,0.00006638152,0.0002185831,0.00011042,0.0003746363,0.03881486,0.00003302819,0.0002263722,0.01437787],"study_design_scores_gemma":[0.00003355888,0.0009691887,0.9725544,0.00003386514,0.0001191987,0.002441651,0.0003064868,0.003609694,0.01838231,0.0001339988,0.001401052,0.00001442664],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9979343,0.001140651,0.0003410821,0.00004048819,0.000007819772,0.00001396324,0.0001609756,0.00001870262,0.0003419621],"genre_scores_gemma":[0.999115,0.0001612981,0.0003944251,0.00002156509,0.000005990488,0.000008282262,0.000154065,0.000001840247,0.0001376194],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.000698085,"threshold_uncertainty_score":0.00233537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04182308064214679,"score_gpt":0.238657993726973,"score_spread":0.1968349130848262,"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."}}