{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005935981,0.0003838421,0.000905626,0.001750896,0.0004254044,0.0006551101,0.0003994667,0.000305825,0.00233433],"category_scores_gemma":[0.00169122,0.0001463238,0.0009053326,0.002099164,0.0001385584,0.0001819659,0.0006633049,0.0002782397,0.000367185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004700508,"about_ca_system_score_gemma":0.0008276764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01966447,"about_ca_topic_score_gemma":0.05568456,"domain_scores_codex":[0.999532,0.00008423775,0.00005349424,0.0001751556,0.00007958572,0.00007553213],"domain_scores_gemma":[0.9994968,0.0002309124,0.00007238096,0.00008942101,0.00006284539,0.00004777269],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002281268,0.00009264097,0.8893594,0.001255642,0.005335712,0.0008529055,0.0002717178,0.003883889,0.02027167,0.0006081758,0.03282855,0.04295853],"study_design_scores_gemma":[0.000149556,0.0001436548,0.9692191,0.00008676149,0.00162931,0.001339923,0.0002506245,0.003681374,0.001691426,0.0006615367,0.02111719,0.00002955672],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8418561,0.00357735,0.001670924,0.0003795792,0.00004519157,0.00006056702,0.1498857,0.0002145026,0.00231023],"genre_scores_gemma":[0.8334036,0.0006854386,0.001383291,0.000186416,0.00001737143,0.0001373274,0.1634894,0.00008875215,0.0006084359],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01966447,"threshold_uncertainty_score":0.03909999,"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."}}