{"id":"W4376640741","doi":"10.1148/radiol.222264","title":"MRI Features for Identifying <i>MYCN</i> -amplified <i>RB1</i> Wild-type Retinoblastoma","year":2023,"lang":"en","type":"article","venue":"Radiology","topic":"Ocular Oncology and Treatments","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"Emory Eye Center; National Eye Institute; National Institutes of Health; Stichting Kinderen Kankervrij; Emory University; Research to Prevent Blindness","keywords":"Retinoblastoma; Medicine; Exact test; Magnetic resonance imaging; Biopsy; Radiology; Oncology; Pathology; Internal medicine; Genetics; Gene","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":[0.000264664,0.0001828478,0.0004592485,0.0001530382,0.0001686238,0.000009965467,0.0001063323,0.0003257155,0.00004770428],"category_scores_gemma":[0.0002036042,0.0001508105,0.0001636115,0.0003192376,0.0001261852,0.00003922743,0.00004688045,0.0002021901,0.0003805592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006445339,"about_ca_system_score_gemma":0.00008864044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009949376,"about_ca_topic_score_gemma":0.00001751264,"domain_scores_codex":[0.9987556,0.00008248669,0.0002195036,0.0003957266,0.00008267351,0.0004640341],"domain_scores_gemma":[0.9990823,0.0003171867,0.00007624651,0.0003299622,0.00007776362,0.0001165081],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004363371,0.0004229251,0.1693139,0.0004025507,0.002066846,0.001654474,0.001089758,0.00005722872,0.06824808,0.006324012,0.7348661,0.01119067],"study_design_scores_gemma":[0.01863656,0.006079182,0.2720037,0.0002047346,0.001255899,0.006008745,0.0005410569,0.0005216696,0.02662543,0.009983386,0.6572924,0.0008473077],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9865329,0.001370504,0.0004628187,0.004868124,0.002043161,0.001009513,0.0000350446,0.0004990352,0.003178858],"genre_scores_gemma":[0.9866173,0.0003196871,0.001994838,0.002489019,0.0005706418,0.0001218841,0.0005437397,0.00005261202,0.007290239],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1026897,"threshold_uncertainty_score":0.6149874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03668208229377798,"score_gpt":0.3394671076740914,"score_spread":0.3027850253803135,"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."}}