{"id":"W3134608356","doi":"10.1097/ieb.0b013e3181b93c45","title":"PUBLISHED INTERNATIONAL CLASSIFICATION OF RETINOBLASTOMA (ICRB) DEFINITIONS CONTAIN INCONSISTENCIES: AN ANALYSIS OF IMPACT","year":2009,"lang":"en","type":"article","venue":"Evidence-Based Ophthalmology","topic":"Ocular Oncology and Treatments","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Retinoblastoma; Computer science; Linguistics; Natural language processing; Philosophy; Biology; Genetics","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1476515,0.0007703398,0.001570694,0.03920496,0.00224611,0.005825467,0.004233187,0.001526911,0.005779907],"category_scores_gemma":[0.5388765,0.0006311138,0.001903036,0.05209682,0.003666049,0.004932607,0.004457861,0.00278819,0.001180397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009372022,"about_ca_system_score_gemma":0.01542811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01728936,"about_ca_topic_score_gemma":0.02079237,"domain_scores_codex":[0.8341366,0.05303662,0.04628414,0.005980668,0.05802848,0.002533541],"domain_scores_gemma":[0.3453129,0.4315322,0.06573197,0.03249821,0.1224549,0.002469671],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001046104,0.0001702006,0.315796,0.01548581,0.001047296,0.0007267193,0.01098125,0.001052748,0.0004827497,0.04004358,0.1246243,0.4885433],"study_design_scores_gemma":[0.0002789086,0.0002199626,0.2914653,0.07097437,0.005356607,0.002673304,0.02006059,0.001621571,0.002369574,0.02458161,0.580093,0.0003052017],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2684815,0.3160963,0.03775137,0.1116419,0.02436633,0.005251327,0.1012007,0.0007447365,0.1344659],"genre_scores_gemma":[0.6798814,0.1255435,0.06778964,0.02155572,0.003404986,0.004491487,0.08957097,0.001666907,0.006095312],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8523486,"threshold_uncertainty_score":0.7808649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1152308651779747,"score_gpt":0.3890834973536558,"score_spread":0.273852632175681,"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."}}