{"id":"W2809513391","doi":"10.1016/j.ophtha.2018.04.003","title":"Choroidal Melanoma with Overlying Lipofuscin Sediment","year":2018,"lang":"en","type":"article","venue":"Ophthalmology","topic":"Ocular Oncology and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; University of Alberta","funders":"","keywords":"Medicine; Lipofuscin; Choroidal melanoma; Biopsy; Pathology; Fundus (uterus); Lesion; Papanicolaou stain; Melanoma; Ophthalmology; Cancer; Cervical cancer","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":[0.00008628341,0.0001335467,0.0002490481,0.00006604772,0.0001063607,0.000004250112,0.00005618544,0.0001467572,0.001653434],"category_scores_gemma":[0.00001646487,0.00009589508,0.00004226122,0.0001026288,0.0002394658,0.0000372106,0.00003402886,0.0001235441,0.0006398198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006973709,"about_ca_system_score_gemma":0.00008982865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000541199,"about_ca_topic_score_gemma":0.00000496753,"domain_scores_codex":[0.9991671,0.00004604109,0.0001191142,0.0002745397,0.000111687,0.0002814882],"domain_scores_gemma":[0.9994817,0.00003421168,0.00004840714,0.0002626143,0.00006244273,0.0001105901],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001147691,0.000546955,0.984057,0.00001866304,0.0004401779,0.007686308,0.0002209342,4.563213e-7,0.00246011,0.0004168567,0.0005192633,0.002485605],"study_design_scores_gemma":[0.006422333,0.01689759,0.9147887,0.00005657499,0.0003255522,0.04168239,0.00008582743,0.00003384211,0.01131626,0.0003431931,0.007816491,0.0002312647],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9293478,0.0001236049,0.0000209139,0.0006396754,0.0002687192,0.0002252785,0.000001991853,0.00003409327,0.06933792],"genre_scores_gemma":[0.9927052,0.000002210546,0.002302133,0.0003063384,0.0002813213,0.00002639299,0.0000168269,0.0000182778,0.004341263],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0692683,"threshold_uncertainty_score":0.9992592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02287315489186452,"score_gpt":0.3130914957806882,"score_spread":0.2902183408888236,"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."}}