{"id":"W1940672822","doi":"10.1148/rg.23si035140","title":"Best Cases from the AFIP","year":2003,"lang":"en","type":"article","venue":"Radiographics","topic":"Cardiac tumors and thrombi","field":"Medicine","cited_by":109,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University; Queen Elizabeth II Health Sciences Centre","funders":"","keywords":"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":[],"consensus_categories":[],"category_scores_codex":[0.0001416296,0.00009765783,0.0001861379,0.00005485593,0.0001043016,0.00002136003,0.00005198175,0.00005536502,0.0001274663],"category_scores_gemma":[0.0001435152,0.000063168,0.000256,0.0004247015,0.0001218309,0.00002418374,0.000008862513,0.0001784453,0.00003450784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001020784,"about_ca_system_score_gemma":0.00004055417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000390691,"about_ca_topic_score_gemma":0.00005641864,"domain_scores_codex":[0.9993367,0.00004785655,0.0001134256,0.000152079,0.0001833755,0.0001665617],"domain_scores_gemma":[0.9992115,0.000239196,0.00002808258,0.0003879771,0.00003788919,0.00009530513],"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":[0.00003804647,0.0002100169,0.9271477,0.00001522586,0.0003105755,0.0006115985,0.0003261696,0.000001590724,0.0004596408,0.01840641,0.05081587,0.001657189],"study_design_scores_gemma":[0.001631544,0.0002897725,0.3734886,0.0001143867,0.0007198027,0.00125745,0.0008946012,0.00001407096,0.001140536,0.002893045,0.6172793,0.0002768734],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9755084,0.006884412,0.00004142399,0.0009524623,0.0004580479,0.0001906658,0.00003675734,0.00004603288,0.01588182],"genre_scores_gemma":[0.9972959,0.0008974515,0.0002340702,0.001036288,0.0002679658,0.000008059515,0.00001889652,0.00001733902,0.0002241],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5664634,"threshold_uncertainty_score":0.2575916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02602295591653651,"score_gpt":0.2682696706497048,"score_spread":0.2422467147331683,"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."}}