{"id":"W2039218592","doi":"10.1097/cmr.0000000000000136","title":"In-vivo longitudinal MRI study","year":2014,"lang":"it","type":"article","venue":"Melanoma Research","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Robarts Clinical Trials","funders":"","keywords":"Medicine; Melanoma; Magnetic resonance imaging; In vivo; Ex vivo; Nuclear medicine; Brain metastasis; Metastasis; Pathology; Radiology; Cancer; Internal medicine; Cancer research; 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":["insufficient_payload"],"category_scores_codex":[0.007816618,0.0003362117,0.0007267135,0.0007567417,0.0002930635,0.00012842,0.0004017844,0.0001633138,0.007291343],"category_scores_gemma":[0.0006181616,0.0002724173,0.0001444617,0.001115631,0.0002681672,0.0001147771,0.0003935154,0.001190894,0.003258902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004394361,"about_ca_system_score_gemma":0.0002741072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002964681,"about_ca_topic_score_gemma":0.0007550925,"domain_scores_codex":[0.992916,0.002264461,0.000563612,0.0009475594,0.001879159,0.001429214],"domain_scores_gemma":[0.9967971,0.001120153,0.00006273235,0.001230573,0.0002952232,0.0004942624],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009290455,0.008373634,0.9379327,0.0002121628,0.0005112735,0.005379288,0.001978351,0.00001456704,0.0001777509,0.002753556,0.03399009,0.007747559],"study_design_scores_gemma":[0.01612761,0.01887658,0.7972444,0.0003981527,0.0002775952,0.0001387744,0.005595273,0.001240189,0.001218703,0.0007220517,0.1576633,0.0004973665],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9576591,0.001518361,0.00005762234,0.006514761,0.0006247858,0.002370239,0.00002768494,0.00002677806,0.03120065],"genre_scores_gemma":[0.9723706,0.0001406743,0.0001713993,0.00008826381,0.001136351,0.0001795824,0.000009444166,0.00005773231,0.02584591],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1406883,"threshold_uncertainty_score":0.9999728,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09759004454426654,"score_gpt":0.4110718474276692,"score_spread":0.3134818028834027,"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."}}