{"id":"W4416428879","doi":"10.1148/rg.250191","title":"Amyloidoma","year":2025,"lang":"en","type":"article","venue":"Radiographics","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; University of Toronto","funders":"","keywords":"","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":[0.0002503261,0.0001225602,0.0001439724,0.0009356616,0.0001174976,0.00004238497,0.0002511966,0.00008658097,0.0000472627],"category_scores_gemma":[0.0000629357,0.0001236954,0.0001708784,0.003642795,0.0001614477,0.00007886934,0.00003796517,0.0001739875,0.0004661269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002971847,"about_ca_system_score_gemma":0.00004612436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002955311,"about_ca_topic_score_gemma":0.00003596882,"domain_scores_codex":[0.9991119,0.00005266002,0.0001604928,0.0002231913,0.000180327,0.0002714435],"domain_scores_gemma":[0.999315,0.00008046628,0.00003536103,0.00044282,0.00006312453,0.00006324543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006035017,0.0001831011,0.288612,0.00004480306,0.0003152122,0.00002926817,0.000124515,0.00003324097,0.0106079,0.4900777,0.2042385,0.005673395],"study_design_scores_gemma":[0.001165216,0.0000378734,0.184282,0.00006149487,0.0001219358,0.00001245832,0.00007121833,0.0007121573,0.002189916,0.02631026,0.7846858,0.0003496773],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7372828,0.003580352,0.002371171,0.001086192,0.001095465,0.0004111735,0.00005507691,0.001418617,0.2526992],"genre_scores_gemma":[0.9970699,0.00009642408,0.001013673,0.0004937243,0.00005410586,0.00001873213,0.00001081377,0.00003334925,0.001209284],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5804473,"threshold_uncertainty_score":0.5991274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003759136108699625,"score_gpt":0.266794000584022,"score_spread":0.2630348644753224,"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."}}