{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005244905,0.000158973,0.0006337303,0.0008848342,0.00004994321,0.000009635177,0.0001990912,0.0002287011,0.001439455],"category_scores_gemma":[0.001251736,0.000134821,0.0003781477,0.0008654993,0.0002836302,0.0002971897,0.00001607867,0.0001539721,0.00000913723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002229305,"about_ca_system_score_gemma":0.0005141614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001645058,"about_ca_topic_score_gemma":0.00001873113,"domain_scores_codex":[0.998312,0.0002957768,0.0005890487,0.0003394502,0.0002700092,0.0001937405],"domain_scores_gemma":[0.9977306,0.0005630222,0.0004541287,0.000529406,0.0005949846,0.0001278295],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001504772,0.001527874,0.9775529,0.00002070461,0.001426577,0.0002526186,0.0001305063,0.0002367028,0.01436235,0.00218333,0.00006840698,0.000733273],"study_design_scores_gemma":[0.00122701,0.004078124,0.9862903,0.0001144551,0.001672049,0.0002511576,0.0001433875,0.003241105,0.002222868,0.0006619655,0.000007539375,0.00009007971],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932384,0.000195798,0.0002414733,0.003125214,0.00009691349,0.000249027,0.00006148934,0.00002434341,0.002767279],"genre_scores_gemma":[0.9973876,0.00001684608,0.001815542,0.00021843,0.0000312773,0.00002120261,0.0004467193,0.000007261152,0.00005509342],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01213948,"threshold_uncertainty_score":0.9994734,"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."}}