{"id":"W2985613304","doi":"10.3390/jcm8111896","title":"Comprehensive Genomic Review of TCGA Head and Neck Squamous Cell Carcinomas (HNSCC)","year":2019,"lang":"en","type":"article","venue":"Journal of Clinical Medicine","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":81,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Research Foundation","funders":"","keywords":"Medicine; Head and neck; Head and neck squamous-cell carcinoma; Oncology; Internal medicine; Cancer research; Head and neck cancer; Radiation therapy; Surgery","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":[0.0005746539,0.0003722321,0.0005049172,0.005129045,0.000330205,0.0005347311,0.0003482643,0.0001902823,0.002537324],"category_scores_gemma":[0.001210346,0.0001285794,0.000488092,0.004984807,0.0001489796,0.0002593036,0.000383268,0.0002280972,0.0005713617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006936216,"about_ca_system_score_gemma":0.001879618,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0178666,"about_ca_topic_score_gemma":0.03455105,"domain_scores_codex":[0.9997042,0.00006103916,0.00005298442,0.00005860434,0.00009014526,0.00003304458],"domain_scores_gemma":[0.9993008,0.0001681673,0.00007366041,0.00006488084,0.0003557414,0.00003679448],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003246003,0.00002599348,0.0606705,0.01586056,0.001064694,0.002072884,0.0006987043,0.001436224,0.02373312,0.001266787,0.1067359,0.78611],"study_design_scores_gemma":[0.00003052608,0.0001340074,0.2932563,0.003690985,0.002455877,0.006913892,0.0006920293,0.0006667054,0.007128468,0.0008589174,0.6841266,0.00004580235],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1295445,0.7293292,0.009826032,0.003558402,0.001093143,0.0003118201,0.1047849,0.0006919259,0.02086021],"genre_scores_gemma":[0.3736638,0.4129182,0.01484923,0.001654024,0.0006390943,0.0004838264,0.1862417,0.0002594636,0.009290724],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0178666,"threshold_uncertainty_score":0.0355252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09387573136611321,"score_gpt":0.4203745149262381,"score_spread":0.3264987835601249,"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."}}