{"id":"W3114184848","doi":"10.3390/cancers13010105","title":"Analysis of the TCGA Dataset Reveals that Subsites of Laryngeal Squamous Cell Carcinoma Are Molecularly Distinct","year":2020,"lang":"en","type":"article","venue":"Cancers","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Division of Cancer Epidemiology and Genetics, National Cancer Institute; Canadian Institutes of Health Research","keywords":"Biology; PI3K/AKT/mTOR pathway; Cell cycle; Cancer research; Cancer; Tumor microenvironment; Oncology; Medicine; Signal transduction; Genetics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00007059744,0.0001236126,0.0006091878,0.00005583973,0.00004527021,0.000003693946,0.0001686517,0.00003980356,0.00009947729],"category_scores_gemma":[0.00009611464,0.00008514979,0.0002084905,0.0007206905,0.0001385064,0.00002925557,0.00008071919,0.0001105516,0.000001774425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001535466,"about_ca_system_score_gemma":0.0002111473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007383702,"about_ca_topic_score_gemma":0.0003144555,"domain_scores_codex":[0.9990464,0.00004541016,0.0002297158,0.0002313306,0.0002787354,0.0001683485],"domain_scores_gemma":[0.9991608,0.00006361459,0.0002008343,0.0003905767,0.00007489853,0.0001093252],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001740974,0.0000198399,0.9621329,0.0005149642,0.0003644028,0.00003093075,0.0012894,0.0001082059,0.01094361,0.000005451721,0.0242869,0.0001293394],"study_design_scores_gemma":[0.00104022,0.0002823883,0.9531555,0.00006452751,0.002493153,9.273555e-7,0.001232534,0.0005501895,0.03737313,0.000002045271,0.003671297,0.000134139],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903906,0.003480793,0.00002290764,0.00109234,0.00006111751,0.0001915735,0.003624083,0.000009786522,0.001126777],"genre_scores_gemma":[0.9983509,0.0000512014,0.00002510671,0.001175852,0.00004784794,0.00001057792,0.0002725295,0.00001158744,0.00005439061],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02642952,"threshold_uncertainty_score":0.3472308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03558055198323914,"score_gpt":0.2747537312236102,"score_spread":0.239173179240371,"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."}}