{"id":"W2521564131","doi":"10.1148/radiol.2016161477","title":"Homogeneous T1 Hyperintense Renal Lesions with Smooth Borders","year":2016,"lang":"en","type":"letter","venue":"Radiology","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta Hospital","funders":"","keywords":"Medicine; Homogeneous; Radiology; Renal cell carcinoma; Magnetic resonance imaging; Contrast (vision); Nuclear medicine; Pathology; Artificial intelligence","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":[0.0006421632,0.0007475676,0.0008711768,0.0009658359,0.002258353,0.002194549,0.001006596,0.01787634,0.007116056],"category_scores_gemma":[0.0107475,0.0006484919,0.0009469669,0.0008047946,0.001568594,0.002234237,0.0009149454,0.0117386,0.002967657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002759015,"about_ca_system_score_gemma":0.001507988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002391012,"about_ca_topic_score_gemma":0.003653107,"domain_scores_codex":[0.9994323,0.000150207,0.00007826727,0.00008771422,0.0001173636,0.000134157],"domain_scores_gemma":[0.9982065,0.0007741468,0.000286651,0.0001047637,0.0002302168,0.0003976439],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0001403237,0.00009717674,0.005674841,0.0002173595,0.00003591773,0.8367292,0.000249865,0.0004426574,0.001150066,0.004371042,0.1359641,0.01492758],"study_design_scores_gemma":[0.0001475631,0.000148786,0.004320427,0.0003924229,0.00008279167,0.8363543,0.0005376894,0.002080714,0.00110831,0.01100934,0.1437521,0.00006569528],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02809103,0.007719197,0.001393403,0.8915894,0.01584977,0.0001320432,0.0002729234,0.0001547714,0.05479745],"genre_scores_gemma":[0.4312764,0.01633175,0.005733314,0.3749161,0.124839,0.000164732,0.0003052926,0.0001996078,0.04623371],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01787634,"threshold_uncertainty_score":0.02380556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02043883155524292,"score_gpt":0.2515850318619486,"score_spread":0.2311462003067057,"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."}}