{"id":"W2786243441","doi":"10.3332/ecancer.2017.734","title":"Brachytherapy and anterior segment imaging in iris melanoma","year":2017,"lang":"en","type":"article","venue":"ecancermedicalscience","topic":"Ocular Oncology and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Dalhousie University","funders":"","keywords":"Ultrasound biomicroscopy; Medicine; Ciliary body; Brachytherapy; IRIS (biosensor); Lesion; Melanoma; Ophthalmology; Radiology; Ultrasound; Pathology; Radiation therapy; Cancer research","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":[0.0002930067,0.00008274909,0.0001860692,0.00005332439,0.0002436833,0.0000330796,0.0001377984,0.00003904611,0.0001391323],"category_scores_gemma":[0.0001256414,0.00006313334,0.00002336476,0.00004555199,0.0007418279,0.0001532441,0.00006900383,0.0001044346,0.00001634418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008491016,"about_ca_system_score_gemma":0.0001424308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001347097,"about_ca_topic_score_gemma":0.00006544002,"domain_scores_codex":[0.9991513,0.0000182654,0.0001344003,0.0002750362,0.0001890194,0.0002319337],"domain_scores_gemma":[0.9994406,0.00002291893,0.00007444857,0.0003006168,0.00001512253,0.0001462947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003627068,0.00006723143,0.7900321,0.000008641927,0.00000538575,0.0003859542,0.0001794311,5.593919e-8,0.001505529,0.00002217618,0.00007616239,0.207681],"study_design_scores_gemma":[0.00208288,0.0001403933,0.9928995,0.0001673284,0.00001110501,0.0001390637,0.00003612255,0.0003879766,0.0005247476,0.0001759001,0.003371723,0.00006322881],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9870102,0.001821654,0.0001049184,0.007694856,0.0002543039,0.0001750817,0.000001651396,0.00001527143,0.002922096],"genre_scores_gemma":[0.9968866,0.0008047534,0.0007392275,0.001164997,0.00006832014,0.00002094784,6.602469e-7,0.000004887758,0.0003096336],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2076178,"threshold_uncertainty_score":0.2733296,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01286135756162091,"score_gpt":0.3341827981719804,"score_spread":0.3213214406103595,"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."}}