{"id":"W4236219224","doi":"10.1002/9780471420194.tnmc50.pub3","title":"Malignant Melanoma of Uvea","year":2017,"lang":"en","type":"other","venue":"TNM Online","topic":"Ocular Oncology and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Uvea; Ciliary body; Choroid; Melanoma; Medicine; IRIS (biosensor); Physical examination; Pathology; Radiology; Cancer research; Biology; Retina","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":[0.000031451,0.0001543256,0.000501311,0.0001033453,0.00001758615,0.000001348896,0.00009604739,0.0003285015,0.008320003],"category_scores_gemma":[0.00004092522,0.0001124341,0.0001068426,0.00002008868,0.00009695028,0.000006170818,0.00003444045,0.0001191823,0.0002647295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002117422,"about_ca_system_score_gemma":0.0001161092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001223929,"about_ca_topic_score_gemma":0.000222339,"domain_scores_codex":[0.9994605,0.0000149793,0.0001168638,0.0001733422,0.0001100453,0.0001242567],"domain_scores_gemma":[0.9991181,0.00001288132,0.0002309699,0.0005554642,0.0000215055,0.0000610811],"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":[0.00009908184,0.001028756,0.009215229,0.0002709976,0.001020832,0.001127761,0.00001925746,1.178909e-8,0.00008599924,0.00007393608,0.9682443,0.0188139],"study_design_scores_gemma":[0.001626857,0.000367317,0.004696529,0.0009300655,0.0004437161,0.00005880888,0.000003435404,0.000001881505,0.0001564362,0.00002236446,0.9916046,0.00008800055],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001732641,0.003318751,0.000006544107,0.0003449763,0.0003527128,0.0003713428,0.002266129,0.00007978301,0.9915271],"genre_scores_gemma":[0.002207172,0.0004244483,0.002555909,0.00009864221,0.0004018866,0.000006797171,0.001901503,0.0001578536,0.9922458],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02336035,"threshold_uncertainty_score":0.9925866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02448908710079386,"score_gpt":0.3325007284808448,"score_spread":0.308011641380051,"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."}}