{"id":"W4293148135","doi":"10.1055/s-0042-1747116","title":"PET/CT-Radiomics zuzüglich zum UICC-Staging könnten die Prognostik des Progressionsfreien Überlebens (PFS) und Gesamtüberlebens (OS) beim Oropharyngealen Plattenepithelkarzinom (OPSCC) verbessern","year":2022,"lang":"de","type":"article","venue":"Laryngo-Rhino-Otologie","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Radiomics; Medicine; Gynecology; Nuclear medicine; Radiology","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","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.002015261,0.002385483,0.003890843,0.000931772,0.004840296,0.00038284,0.002555232,0.0002872978,0.001682559],"category_scores_gemma":[0.001481838,0.002222263,0.001084114,0.001848752,0.001891956,0.000837888,0.003974936,0.004078678,0.001056672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002698185,"about_ca_system_score_gemma":0.002131724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00228567,"about_ca_topic_score_gemma":0.001182498,"domain_scores_codex":[0.9853984,0.001293767,0.002577466,0.003517498,0.002389878,0.004823003],"domain_scores_gemma":[0.991785,0.001822471,0.001172039,0.002944206,0.0006755064,0.001600796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003834512,0.005733746,0.775932,0.004124961,0.008940066,0.06533875,0.01311921,0.0003431688,0.002660073,0.0008388875,0.05126678,0.06786786],"study_design_scores_gemma":[0.02355288,0.0109285,0.1371454,0.005464556,0.01447446,0.003776558,0.01710076,0.005991368,0.006454387,0.002956881,0.7635681,0.008586126],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7637118,0.207632,0.00004898484,0.009605229,0.005562005,0.005119203,0.00185482,0.001268984,0.005197002],"genre_scores_gemma":[0.9432161,0.03481225,0.003644208,0.003849491,0.003057113,0.00294959,0.001301683,0.0007547932,0.006414783],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7123013,"threshold_uncertainty_score":0.9997211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04264604323217867,"score_gpt":0.315958978764884,"score_spread":0.2733129355327054,"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."}}