{"id":"W4361003985","doi":"10.1093/procel/pwad015","title":"Emerging applications of tumour-educated platelets in the detection and prognostication of ovarian cancer","year":2023,"lang":"en","type":"letter","venue":"Protein & Cell","topic":"Inflammatory Biomarkers in Disease Prognosis","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Public Health Ontario; Women's College Hospital; University of Toronto","funders":"","keywords":"Ovarian cancer; Human genetics; Developmental biology; Platelet; Stem cell; Biology; Cancer; Oncology; Medicine; Immunology; Genetics; Gene","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003898318,0.000193647,0.0003092236,0.0003420861,0.0000503692,0.00001157498,0.0001698554,0.0003125602,0.00003526151],"category_scores_gemma":[0.00009189331,0.0001596888,0.00007278459,0.0006102311,0.0001295842,0.00003431191,0.00004436939,0.0005952658,0.000007956416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006839732,"about_ca_system_score_gemma":0.0001850706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003149788,"about_ca_topic_score_gemma":0.0000228077,"domain_scores_codex":[0.9984823,0.0001287954,0.0004955244,0.0003272998,0.0003474186,0.0002187035],"domain_scores_gemma":[0.9988866,0.0001187646,0.0004188237,0.0003666558,0.0001770227,0.00003206037],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0009086761,0.001183663,0.03152565,0.05004157,0.0007803424,0.000328425,0.0057629,0.000009942962,0.7170253,0.00006713637,0.05695608,0.1354103],"study_design_scores_gemma":[0.003463793,0.0004011295,0.1263428,0.005066388,0.001902962,0.00005421803,0.0009600843,0.0008576846,0.6911345,0.00146544,0.1672776,0.001073386],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6216714,0.005895837,0.000949114,0.337135,0.0004362899,0.03102411,0.0002815889,0.0002977831,0.002308832],"genre_scores_gemma":[0.98328,0.0001710706,0.0006192154,0.005708344,0.0007006641,0.008950649,0.0002175071,0.00008540398,0.0002671455],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3616086,"threshold_uncertainty_score":0.651192,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01449378336599683,"score_gpt":0.2673750468929032,"score_spread":0.2528812635269064,"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."}}