{"id":"W2324731084","doi":"10.1158/1538-7445.am2012-4131","title":"Abstract 4131: Serum miRNA profiles of patients with oral cancer and pre-cancer","year":2012,"lang":"en","type":"article","venue":"Cancer Research","topic":"Cancer-related molecular mechanisms research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"microRNA; Cancer; Medicine; Internal medicine; Oncology; Carcinoma; Basal cell; Stage (stratigraphy); Gastroenterology; Biology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001704906,0.0001995445,0.000329979,0.0004491234,0.0002685509,0.0004466086,0.00009917382,0.0002812701,0.002001939],"category_scores_gemma":[0.0007595084,0.0001164069,0.0001778219,0.0005000953,0.0001406632,0.0001621672,0.0002102847,0.0002250901,0.0004492503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001946447,"about_ca_system_score_gemma":0.0001913337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005741486,"about_ca_topic_score_gemma":0.0005783463,"domain_scores_codex":[0.9998136,0.0000282759,0.00003140117,0.0000517823,0.00004431625,0.00003071023],"domain_scores_gemma":[0.9997619,0.00004601437,0.0000775994,0.00001504258,0.00005441761,0.00004500961],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001067328,0.00009422709,0.9770785,0.00004966835,0.00003922167,0.0003908235,0.0001468895,0.00005929338,0.01364823,0.00002282006,0.0001898266,0.007213066],"study_design_scores_gemma":[0.00001587719,0.0006195906,0.994624,0.000007345764,0.00003989413,0.001421245,0.0002520401,0.0002352171,0.002217104,0.00003331572,0.0005284672,0.000005888645],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990023,0.0002437403,0.0001407089,0.00001591211,0.000006848413,0.00001024551,0.0002420521,0.000005798431,0.0003323246],"genre_scores_gemma":[0.999068,0.00007188655,0.0001880299,0.00002151658,0.000006459303,0.00001671962,0.0003175797,0.000001951583,0.000308037],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002001939,"threshold_uncertainty_score":0.006697178,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03395296033969829,"score_gpt":0.3708586794293491,"score_spread":0.3369057190896508,"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."}}