{"id":"W4385716622","doi":"","title":"Characterization of ferroptosis driver gene signature in head and neck squamous cell carcinoma (HNSC).","year":2023,"lang":"en","type":"article","venue":"PubMed","topic":"Ferroptosis and cancer prognosis","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Continental (Canada)","funders":"King Saud University","keywords":"HRAS; PTEN; Tensin; KRAS; Biology; Cancer research; Head and neck squamous-cell carcinoma; Gene; Cancer; Mutation; Genetics; Head and neck cancer; Apoptosis","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":[0.0001217028,0.0001905622,0.0003235789,0.001001033,0.0002101504,0.0002257207,0.0001592521,0.0002309038,0.001021967],"category_scores_gemma":[0.0002518011,0.00008871531,0.0002792274,0.0008532046,0.0001175926,0.0001018338,0.000181809,0.0001321526,0.000305958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002670764,"about_ca_system_score_gemma":0.0004127249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002493872,"about_ca_topic_score_gemma":0.005265156,"domain_scores_codex":[0.9999199,0.000004110499,0.000006523629,0.00003008127,0.00002630888,0.0000130241],"domain_scores_gemma":[0.9998858,0.0000255601,0.00003433313,0.00001037384,0.00002923816,0.0000147181],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0006760379,0.00009396523,0.1578598,0.001225217,0.0001505836,0.0009795862,0.0002217981,0.001408082,0.7910404,0.0002247437,0.001776319,0.04434359],"study_design_scores_gemma":[0.00004317742,0.0004465537,0.7292215,0.0001119455,0.0005870337,0.004061434,0.0005144366,0.008119899,0.2393652,0.0005276513,0.01695935,0.00004182286],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9791185,0.002157483,0.002247297,0.00006279847,0.00001308906,0.00007070589,0.01520963,0.0001341772,0.0009862599],"genre_scores_gemma":[0.9602123,0.00144375,0.005955436,0.0001046401,0.000009484585,0.0001362294,0.03071169,0.00003864221,0.00138784],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002493872,"threshold_uncertainty_score":0.004958689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0194301692216881,"score_gpt":0.2256412101036087,"score_spread":0.2062110408819206,"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."}}