{"id":"W3180398641","doi":"10.1158/1538-7445.am2021-2311","title":"Abstract 2311: Identification of therapeutic targets in HNSCC","year":2021,"lang":"en","type":"article","venue":"Cancer Research","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Disease; Metastasis; Malignancy; Cancer; Biology; Computational biology; Cancer cell; Cancer research; Bioinformatics; Medicine; Internal medicine; Genetics","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":[0.0001813517,0.000414186,0.0006875861,0.00064326,0.0002850126,0.0005467638,0.0002531067,0.0004149837,0.002666088],"category_scores_gemma":[0.0002067885,0.00017822,0.000371661,0.0005372536,0.0001802224,0.0001564599,0.000265523,0.0004834758,0.001247284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005473452,"about_ca_system_score_gemma":0.0006595788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001401543,"about_ca_topic_score_gemma":0.002176764,"domain_scores_codex":[0.9998486,0.00001393,0.00001145252,0.00002649292,0.00007451765,0.00002502595],"domain_scores_gemma":[0.9999057,0.000018102,0.00001856213,0.000007090205,0.00003110947,0.0000194141],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001260314,0.00006689312,0.0008990185,0.0001808555,0.00001300626,0.0001210022,0.00001328392,0.0003509744,0.9878126,0.0001084745,0.0007025509,0.00960537],"study_design_scores_gemma":[0.00005230356,0.001638608,0.02807065,0.00004135536,0.0001284767,0.001023134,0.00006110474,0.002880876,0.9440653,0.0001734548,0.02184406,0.00002072531],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9542832,0.01378346,0.006991324,0.0008236463,0.0001636338,0.0005992491,0.01383616,0.0006789942,0.00884034],"genre_scores_gemma":[0.9242131,0.01237893,0.01516534,0.0008733127,0.00009108427,0.0004936869,0.03102495,0.0001498821,0.0156097],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002666088,"threshold_uncertainty_score":0.008918941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05311736319210381,"score_gpt":0.3954075624387178,"score_spread":0.342290199246614,"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."}}