{"id":"W4391277257","doi":"10.54097/jhenwt17","title":"Applications of CA125 in Ovarian Cancer","year":2023,"lang":"en","type":"article","venue":"Highlights in Science Engineering and Technology","topic":"Immunotherapy and Immune Responses","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Ovarian cancer; Medicine; Oncology; Computer science; Cancer; Internal medicine","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":[0.0007220305,0.0004173552,0.0003277461,0.001084796,0.0002680133,0.0009784031,0.0003764715,0.001013777,0.002162817],"category_scores_gemma":[0.001063315,0.0001776392,0.0004311409,0.0007757938,0.0005720162,0.0005300228,0.000612444,0.001002005,0.0005749544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006735903,"about_ca_system_score_gemma":0.0006750386,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009948508,"about_ca_topic_score_gemma":0.001002446,"domain_scores_codex":[0.9996744,0.0001195778,0.00001490069,0.00004836479,0.0001070269,0.00003570062],"domain_scores_gemma":[0.9997068,0.0001198353,0.00004529524,0.0000226788,0.00005645731,0.00004882907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007867325,0.000273333,0.007794966,0.003779941,0.0001280965,0.002349184,0.0003537911,0.001862035,0.2124122,0.02573528,0.02748427,0.7170402],"study_design_scores_gemma":[0.0001541678,0.001402735,0.01513162,0.001228873,0.0002860672,0.01043663,0.0006317379,0.005521549,0.1926949,0.02534469,0.747077,0.00008996201],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.05060534,0.863344,0.02957676,0.01406687,0.002505342,0.0001631281,0.0002056758,0.0003670333,0.03916587],"genre_scores_gemma":[0.5290974,0.4286533,0.0256833,0.005474277,0.002664752,0.0001363036,0.0001985677,0.0000492289,0.008042949],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002162817,"threshold_uncertainty_score":0.007235348,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006029520912417061,"score_gpt":0.2386453812686493,"score_spread":0.2326158603562322,"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."}}