{"id":"W2139788749","doi":"10.3109/13816810.2014.937543","title":"Enucleation Refusal for Retinoblastoma: A Global Study","year":2014,"lang":"en","type":"article","venue":"Ophthalmic Genetics","topic":"Ocular Disorders and Treatments","field":"Biochemistry, Genetics and Molecular Biology","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Hospital for Sick Children","funders":"","keywords":"Retinoblastoma; Enucleation; Medicine; Eye Enucleation; Ophthalmology; Surgery; 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":[],"consensus_categories":[],"category_scores_codex":[0.0001033843,0.0001457923,0.0001193368,0.00001352512,0.00009968697,0.00002473025,0.0001371219,0.00009673058,0.000008136337],"category_scores_gemma":[0.00004296412,0.0001438996,0.00007828708,0.00005449715,0.00002780478,0.000001326074,0.00006557924,0.0000251466,0.00001827428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001531344,"about_ca_system_score_gemma":0.00002538695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007874316,"about_ca_topic_score_gemma":0.00003390575,"domain_scores_codex":[0.9991447,0.00005038684,0.0001497256,0.0003415182,0.0001078518,0.0002057568],"domain_scores_gemma":[0.9994483,0.000005642361,0.00005979943,0.0003560085,0.00006942348,0.00006082418],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008804892,0.004166533,0.7813063,0.0001081784,0.0008273434,0.00001773259,0.0003360897,0.0009483941,0.1217592,0.000542259,0.006335824,0.08277161],"study_design_scores_gemma":[0.02335367,0.02625008,0.5914014,0.0000445466,0.0007605611,0.0002615087,0.001275575,0.004908426,0.06265804,0.004931238,0.2818806,0.002274278],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946036,0.0002794839,0.002308858,0.00004286894,0.000219502,0.0005254506,0.00002583806,0.00001152473,0.001982817],"genre_scores_gemma":[0.9966238,0.00002083218,0.002441181,0.00005154976,0.0001583963,0.00005644302,0.0001125224,0.000023727,0.0005116157],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2755448,"threshold_uncertainty_score":0.5868056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008020817641344713,"score_gpt":0.2788169797938817,"score_spread":0.270796162152537,"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."}}