{"id":"W7126578698","doi":"","title":"Gene expression profiling of mucinous ovarian tumors and comparison with upper and lower gastrointestinal tumors identifies markers associated with adverse outcomes","year":2022,"lang":"en","type":"article","venue":"UWA Profiles and Research Repository (University of Western Australia)","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; University of Calgary; Alberta Health Services; University of British Columbia","funders":"","keywords":"Gene expression profiling; Gene expression; Gene; Transcriptome; Tumor suppressor gene; Ovarian cancer","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":[0.0002821059,0.0001086345,0.0003460912,0.001017305,0.000196426,0.0004827968,0.0001111228,0.0002026597,0.0007185123],"category_scores_gemma":[0.0008204839,0.00007613826,0.0002390843,0.00108177,0.0002103918,0.0001608434,0.0002794333,0.0002153443,0.0001282063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002480808,"about_ca_system_score_gemma":0.0002450915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001420133,"about_ca_topic_score_gemma":0.001928052,"domain_scores_codex":[0.9997304,0.00006656172,0.00002037369,0.00004652841,0.00005557347,0.00008059762],"domain_scores_gemma":[0.9995759,0.0001006046,0.0001760751,0.00002288613,0.00005202771,0.00007235011],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001530645,0.00006407479,0.9634282,0.00003404648,0.00008911663,0.0001265696,0.000115657,0.0001012393,0.02748358,0.00006732325,0.0001508871,0.00680866],"study_design_scores_gemma":[0.000006105865,0.0001679227,0.997439,0.000004306283,0.00003029377,0.0002014663,0.0001669217,0.0002115145,0.001401361,0.00004630234,0.0003219968,0.000002721363],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987018,0.0003834976,0.0001190523,0.00003918715,0.00000478896,0.000005328377,0.000394106,0.00000345839,0.000348775],"genre_scores_gemma":[0.9987949,0.0002122056,0.0001915747,0.00002699508,0.000007675357,0.00001034661,0.0005017965,0.000002591504,0.000251892],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001420133,"threshold_uncertainty_score":0.00282377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04415046880132019,"score_gpt":0.2974986889327968,"score_spread":0.2533482201314766,"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."}}