{"id":"W4281611541","doi":"10.2214/ajr.22.27378","title":"Diagnostic Performance and Interreader Agreement of the MRI Clear Cell Likelihood Score for Characterization of cT1a and cT1b Solid Renal Masses: An External Validation Study","year":2022,"lang":"en","type":"article","venue":"American Journal of Roentgenology","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; Montreal General Hospital; Queen Elizabeth II Health Sciences Centre","funders":"","keywords":"Chromophobe cell; Medicine; Clear cell renal cell carcinoma; Renal cell carcinoma; Clear cell; Cohen's kappa; Radiology; Renal mass; Pathology; Nephrectomy; Statistics; Internal medicine; Mathematics; Kidney","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":[0.02391184,0.00104142,0.001008824,0.003096611,0.0007432757,0.001550261,0.001134993,0.00143603,0.001549596],"category_scores_gemma":[0.05060264,0.0006012273,0.001701548,0.001140897,0.001897616,0.001536867,0.001581272,0.001056241,0.001055072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009009179,"about_ca_system_score_gemma":0.0006498945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001957441,"about_ca_topic_score_gemma":0.002349527,"domain_scores_codex":[0.98172,0.008193476,0.001979035,0.003561044,0.003932668,0.0006138512],"domain_scores_gemma":[0.94714,0.02835944,0.004863936,0.006746688,0.0114921,0.00139782],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007402739,0.0007058831,0.9529278,0.0002118079,0.002170041,0.0001861396,0.001968061,0.00233628,0.009685047,0.0003455294,0.001145011,0.02091566],"study_design_scores_gemma":[0.0005209255,0.002333353,0.9761801,0.00006255421,0.0009784134,0.0006507701,0.0004473213,0.01000101,0.006338874,0.0002855109,0.00210105,0.0001001652],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990816,0.000786476,0.00489138,0.00004770618,0.0000667168,0.0002190921,0.0009392108,0.0001085797,0.002124707],"genre_scores_gemma":[0.9955249,0.00009783909,0.002170099,0.00005059075,0.00004364965,0.0001898316,0.001440998,0.00006597485,0.0004161232],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02391184,"threshold_uncertainty_score":0.1264595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01578304870668786,"score_gpt":0.2600228614612865,"score_spread":0.2442398127545986,"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."}}