{"id":"W4400959545","doi":"10.1186/s12886-024-03585-5","title":"A retrospective study on adjuvant chemotherapy in retinoblastoma: validation of the new recommendation against treatment for pT2a tumors based on the 8th AJCC classification","year":2024,"lang":"en","type":"article","venue":"BMC Ophthalmology","topic":"Ocular Oncology and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Deanship of Scientific Research, King Saud University; King Saud University","keywords":"Medicine; Retinoblastoma; Adjuvant; Retrospective cohort study; Chemotherapy; Adjuvant chemotherapy; Oncology; Cancer; Surgery; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0003764234,0.0001700122,0.0002902153,0.0001392227,0.00007671363,0.00000816633,0.00007870553,0.0001141711,0.00008051384],"category_scores_gemma":[0.000165729,0.00009303267,0.0001331312,0.0002840638,0.00005664249,0.00002581584,0.000009460186,0.0001411994,0.00001555769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006139665,"about_ca_system_score_gemma":0.0002870854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003491489,"about_ca_topic_score_gemma":0.00001661231,"domain_scores_codex":[0.9987266,0.0003378459,0.000286932,0.0003680254,0.0001265098,0.0001540583],"domain_scores_gemma":[0.9990512,0.0003670385,0.0001362808,0.0003686214,0.00004617382,0.00003064719],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004160697,0.005048341,0.9811056,0.00004968924,0.0002809318,0.00004510754,0.001616921,0.0001442446,0.001854231,0.001082059,0.0004651618,0.004146985],"study_design_scores_gemma":[0.005149323,0.00818439,0.975619,0.0001311838,0.0001239295,0.00003179273,0.0004488911,0.003623129,0.005969405,0.0004835203,0.0001575591,0.00007793068],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880505,0.00001908789,0.0001165663,0.007287594,0.0002733931,0.002839108,0.00001763343,0.00002482564,0.001371286],"genre_scores_gemma":[0.998605,0.000003335446,0.0001596707,0.0001797787,0.00007320348,0.0003870592,0.0000821287,0.00002399491,0.0004858205],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0105545,"threshold_uncertainty_score":0.3793762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07048798026119711,"score_gpt":0.3638909502856537,"score_spread":0.2934029700244566,"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."}}