{"id":"W2022318240","doi":"10.1148/radiographics.20.3.g00ma04713","title":"Imaging Features of Primary and Recurrent Esophageal Cancer at FDG PET","year":2000,"lang":"en","type":"article","venue":"Radiographics","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":89,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University Medical Centre","funders":"","keywords":"Medicine; Esophageal cancer; Positron emission tomography; Radiology; Radiation therapy; Cancer; Chemotherapy; Radiation treatment planning; PET-CT; Nuclear medicine; Internal medicine","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":[0.0005084719,0.0005805079,0.0006834877,0.00192059,0.0002480697,0.0006310768,0.0004256478,0.00108342,0.003522233],"category_scores_gemma":[0.001708171,0.0003671224,0.0005081362,0.000925291,0.0005051568,0.0007987402,0.0004697158,0.0005371166,0.001411586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003087184,"about_ca_system_score_gemma":0.000192666,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001416899,"about_ca_topic_score_gemma":0.001044627,"domain_scores_codex":[0.9997848,0.00002606766,0.00002285737,0.00002849886,0.00005027002,0.00008745011],"domain_scores_gemma":[0.9996039,0.00007620091,0.00008418928,0.00002945581,0.00006284744,0.0001434367],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001403554,0.0002483672,0.5550422,0.0003406624,0.0001201623,0.3447358,0.0005747442,0.0008134002,0.04790686,0.00106257,0.002402692,0.04534898],"study_design_scores_gemma":[0.00006406721,0.0005884419,0.3727236,0.00008735212,0.000116159,0.6150048,0.0003421602,0.0008846626,0.00434603,0.0006833011,0.005127298,0.00003215918],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9505697,0.01405681,0.002625116,0.0006838043,0.00006422123,0.0001448252,0.0004118194,0.0001699211,0.03127374],"genre_scores_gemma":[0.993484,0.002880517,0.001012815,0.0002160667,0.0001241408,0.00004254821,0.0004359623,0.00001936203,0.001784647],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003522233,"threshold_uncertainty_score":0.01178306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01293795292739038,"score_gpt":0.296548905739928,"score_spread":0.2836109528125376,"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."}}