{"id":"W3127036149","doi":"10.3390/cancers13040662","title":"Heme Biosynthesis mRNA Expression Signature: Towards a Novel Prognostic Biomarker in Patients with Diffusely Infiltrating Gliomas","year":2021,"lang":"en","type":"article","venue":"Cancers","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Glioma; Messenger RNA; Biomarker; Transcriptome; Heme; Cancer research; Medicine; Biology; Biosynthesis; Internal medicine; Oncology; Gene expression; Pathology; Gene; Enzyme; Genetics; Biochemistry","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":[0.0002728392,0.0002267734,0.000306383,0.0006446077,0.0001301834,0.0003823747,0.000114859,0.0002121128,0.000757877],"category_scores_gemma":[0.0006611254,0.00007622871,0.0001289379,0.0006449251,0.0001534239,0.0002270137,0.0002228681,0.0001927351,0.0002258048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001317028,"about_ca_system_score_gemma":0.0001625433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006917205,"about_ca_topic_score_gemma":0.0009736355,"domain_scores_codex":[0.9998996,0.00002263874,0.00001199506,0.00002690441,0.0000166727,0.00002213569],"domain_scores_gemma":[0.9996984,0.00006950669,0.0001162678,0.00001934155,0.00004600276,0.00005052184],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007827564,0.00002337414,0.975768,0.00002761168,0.00003071069,0.0001890553,0.00004109254,0.0002903967,0.01012146,0.00003306571,0.0001798076,0.01251263],"study_design_scores_gemma":[0.00001681418,0.0001959507,0.9934272,0.000008922486,0.00008459843,0.0009134722,0.0001175174,0.002074084,0.002371758,0.0001436721,0.000638226,0.000007906159],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984359,0.0003923095,0.000502963,0.00003742931,0.000003323209,0.000006020895,0.0003128393,0.00001119246,0.0002979951],"genre_scores_gemma":[0.9988033,0.0001190241,0.000421011,0.0000115163,0.0000088039,0.000004943536,0.0004924866,0.000002760818,0.0001362026],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000757877,"threshold_uncertainty_score":0.002535343,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01680786550799325,"score_gpt":0.2459768771411417,"score_spread":0.2291690116331485,"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."}}