{"id":"W2905364739","doi":"10.1159/000494977","title":"Tele-Oncology: A Validation Study of Choroidal and Iris Nevi","year":2018,"lang":"en","type":"article","venue":"Ocular Oncology and Pathology","topic":"Ocular Oncology and Treatments","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Alberta","funders":"","keywords":"Medicine; Internal medicine; Clinical Oncology; IRIS (biosensor); Oncology; Dermatology; Choroid; Predictive value; Ophthalmology; 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":[],"consensus_categories":[],"category_scores_codex":[0.0006263643,0.0001967087,0.0007320971,0.0001777337,0.000189998,0.000004136084,0.00006286438,0.000594807,0.0001184201],"category_scores_gemma":[0.0001499609,0.0001657605,0.00005408116,0.0001486722,0.0008970899,0.00006553269,0.0001130704,0.0002825946,0.00003287406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006922113,"about_ca_system_score_gemma":0.0001647396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003612397,"about_ca_topic_score_gemma":0.0001069634,"domain_scores_codex":[0.9982193,0.0005654197,0.000370954,0.0004641172,0.00009922893,0.0002809645],"domain_scores_gemma":[0.9990424,0.0001799772,0.0001954469,0.0002885258,0.0001533225,0.0001403194],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001661954,0.003880906,0.8591768,0.00005835418,0.0005959858,0.003355774,0.005471476,3.973188e-7,0.01162309,0.0003856999,0.0003296266,0.11346],"study_design_scores_gemma":[0.02041744,0.0724437,0.8392785,0.0000384028,0.00188139,0.009108466,0.00245234,0.00005195262,0.004647879,0.0008619804,0.04850921,0.0003087285],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922566,0.001019343,0.0001040768,0.0008410418,0.0002768562,0.0007412556,0.000005114073,0.00003437779,0.004721275],"genre_scores_gemma":[0.9965653,0.000276864,0.002074736,0.0005841437,0.0001657883,0.00006095418,0.00002408193,0.00001670903,0.0002313619],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1131512,"threshold_uncertainty_score":0.6759517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02565310095501735,"score_gpt":0.348637643895351,"score_spread":0.3229845429403337,"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."}}