{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003303482,0.000828903,0.0007196413,0.002801367,0.000418744,0.001898016,0.0004870818,0.0006899678,0.004415937],"category_scores_gemma":[0.005203053,0.0003099662,0.0009622608,0.002000528,0.0005637742,0.001157373,0.0005374657,0.0008526825,0.001519554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009915124,"about_ca_system_score_gemma":0.0008221842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006341469,"about_ca_topic_score_gemma":0.006996357,"domain_scores_codex":[0.9991972,0.0003000873,0.00009776594,0.0001436344,0.0001868669,0.00007445774],"domain_scores_gemma":[0.9985799,0.0005005943,0.0001762664,0.0001831418,0.0005050096,0.00005516874],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002862327,0.0002547191,0.2240508,0.003024415,0.0007676138,0.001727316,0.0005932831,0.006349021,0.09066503,0.00689089,0.01756537,0.6452492],"study_design_scores_gemma":[0.0003813695,0.003652506,0.449126,0.002983046,0.003759814,0.0156445,0.001651168,0.02129703,0.2241876,0.01892274,0.2580084,0.0003858638],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5697228,0.1773175,0.1068367,0.007674416,0.001788588,0.002197735,0.0177262,0.003057266,0.1136787],"genre_scores_gemma":[0.90221,0.02016052,0.05679841,0.00139437,0.0004146415,0.0007882565,0.005364447,0.0003873544,0.01248192],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006341469,"threshold_uncertainty_score":0.01747072,"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."}}