{"id":"W4293149343","doi":"10.1055/s-0042-1747218","title":"Identifizierung einer prädiktiven Markersignatur zur Diagnose von HNSCC basierend auf Thrombozyten-RNAseq","year":2022,"lang":"de","type":"article","venue":"Laryngo-Rhino-Otologie","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Aging","funders":"","keywords":"Chemistry; Molecular biology; Gynecology; Medicine; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001028272,0.001086377,0.001103328,0.0002920717,0.001038458,0.0003071566,0.001862392,0.0008198042,0.002064634],"category_scores_gemma":[0.001074397,0.001208846,0.0008298917,0.0006361288,0.000429202,0.00003786837,0.003349714,0.001379229,0.0003296285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005680579,"about_ca_system_score_gemma":0.0009951435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007142788,"about_ca_topic_score_gemma":0.0003335549,"domain_scores_codex":[0.9933168,0.000738992,0.001132829,0.002201081,0.0008306968,0.001779626],"domain_scores_gemma":[0.9959251,0.0004964492,0.000681391,0.002052591,0.0002845409,0.0005599022],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002661787,0.002829263,0.04535338,0.0005389081,0.004039123,0.002947162,0.000704733,0.001962096,0.2524468,0.001684278,0.6697713,0.01506124],"study_design_scores_gemma":[0.00370719,0.001788907,0.01678584,0.00008879253,0.001027241,0.0001056048,0.0005943696,0.0004437903,0.05800929,0.0007418781,0.9147254,0.001981657],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.774103,0.1927988,0.0004399762,0.004655649,0.01250929,0.0028833,0.006396471,0.0001925841,0.006020934],"genre_scores_gemma":[0.9639127,0.02109663,0.0005666966,0.003324,0.002254867,0.0006507443,0.004019346,0.0002393409,0.003935636],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2449542,"threshold_uncertainty_score":0.9990361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01297925041121765,"score_gpt":0.2481559888047609,"score_spread":0.2351767383935432,"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."}}