{"id":"W4390272381","doi":"10.3390/cancers16010127","title":"Prognostic Value of Baseline 18F-FDG PET/CT to Predict Brain Metastasis Development in Melanoma Patients","year":2023,"lang":"en","type":"article","venue":"Cancers","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital; University of Toronto; University Health Network; Mount Sinai Hospital","funders":"","keywords":"Medicine; Brain metastasis; Melanoma; Positron emission tomography; Stage (stratigraphy); Histopathology; Radiology; Metastasis; Retrospective cohort study; Nuclear medicine; Lymph node; Oncology; Cancer; Internal medicine; Pathology","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":[0.0003930213,0.0002432141,0.0002385622,0.0005265328,0.0002698754,0.0005003199,0.0002427815,0.0005250388,0.00103761],"category_scores_gemma":[0.002331313,0.0001887897,0.0002931461,0.0003351833,0.0002388191,0.0003596859,0.0001952554,0.0004390981,0.000270164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000233549,"about_ca_system_score_gemma":0.0001934681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001429939,"about_ca_topic_score_gemma":0.002215451,"domain_scores_codex":[0.9998684,0.00003570495,0.00001858879,0.00002326641,0.00002177864,0.00003217845],"domain_scores_gemma":[0.998683,0.0003243666,0.0004509528,0.00006547973,0.0001365505,0.0003396245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002243023,0.00001264981,0.9982065,0.000003450848,0.0000120268,0.0002141051,0.000009200131,0.00005836584,0.0003640066,0.000004267121,0.00003138259,0.0008596927],"study_design_scores_gemma":[0.00001066802,0.0001485027,0.9974274,0.000006001291,0.00002305852,0.001408448,0.0000447723,0.0005610657,0.0002145024,0.00002319197,0.0001277019,0.000004524637],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999193,0.0004305098,0.00005469859,0.00003005424,0.000005805127,0.000003414221,0.00007071135,0.000002572433,0.0002091395],"genre_scores_gemma":[0.9996898,0.00008126938,0.00004486414,0.000007444704,0.000008973991,0.000002628188,0.0001040279,8.509594e-7,0.0000601975],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001429939,"threshold_uncertainty_score":0.003471136,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02070705504964827,"score_gpt":0.2819239601891175,"score_spread":0.2612169051394693,"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."}}