{"id":"W4409905624","doi":"10.1016/j.jcjo.2025.03.016","title":"Iris mesenchymal tumour in an infant","year":2025,"lang":"en","type":"letter","venue":"Canadian Journal of Ophthalmology","topic":"Ocular Oncology and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"IRIS (biosensor); Mesenchymal stem cell; Medicine; Computer science; Pathology; Artificial intelligence","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001028499,0.001937417,0.001622513,0.00323437,0.005063063,0.002737427,0.002061877,0.01770419,0.004691975],"category_scores_gemma":[0.01171416,0.001225946,0.002284482,0.001376903,0.00259206,0.002254253,0.002124306,0.01263009,0.001531532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008646904,"about_ca_system_score_gemma":0.003155413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01525582,"about_ca_topic_score_gemma":0.02120153,"domain_scores_codex":[0.9982209,0.0002505571,0.0002084928,0.0002731047,0.0005073532,0.0005395704],"domain_scores_gemma":[0.9954736,0.001572351,0.000642192,0.0001829811,0.0003801131,0.001748715],"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":[0.00001463015,0.00001977154,0.0008475553,0.00001341003,0.000003417146,0.9957381,0.00006139385,0.00004559142,0.0001348663,0.0005077166,0.002036695,0.0005767596],"study_design_scores_gemma":[0.00001686536,0.00008726823,0.002667584,0.0000669283,0.00001660878,0.99102,0.0002999599,0.0006085298,0.0002705542,0.000857774,0.004070179,0.00001774988],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.411159,0.01429842,0.002998155,0.403867,0.02257655,0.000456383,0.0007467717,0.0006437897,0.1432539],"genre_scores_gemma":[0.8738521,0.006869935,0.005869065,0.05395515,0.02696861,0.0001663748,0.0002755779,0.0002217809,0.03182138],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01770419,"threshold_uncertainty_score":0.062738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02720011279785459,"score_gpt":0.3143917951442505,"score_spread":0.2871916823463959,"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."}}