{"id":"W2993030801","doi":"","title":"Experimental Ocular Melanoma Imaging With Visual Sonics","year":2009,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Ocular and Laser Science Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"FujiFilm VisualSonics (Canada); Illumisonics (Canada)","funders":"","keywords":"Ocular Melanoma; Ophthalmology; Medicine; Melanoma; Computer science; Optometry; Dermatology; 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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0009978218,0.0002634772,0.0003415029,0.0003231985,0.0005685671,0.0001188748,0.0004703075,0.00007014709,0.0001844965],"category_scores_gemma":[0.0002769988,0.0001942417,0.0000747958,0.001722857,0.006122257,0.0006643283,0.0001541733,0.0003836683,0.00008999293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002323637,"about_ca_system_score_gemma":0.001212725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006369156,"about_ca_topic_score_gemma":5.795678e-7,"domain_scores_codex":[0.9965588,0.0001201925,0.0002453603,0.0008835442,0.001212478,0.0009796495],"domain_scores_gemma":[0.9984336,0.0000537523,0.00009035126,0.0003169142,0.0002920862,0.0008133236],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00008283483,0.000339109,0.05986422,0.000005055994,0.00001057219,0.001741683,0.0005979679,0.000006401873,0.9361374,0.0002528892,0.00001860239,0.0009433165],"study_design_scores_gemma":[0.0007536852,0.003924401,0.1500294,0.00006511303,0.00001656012,0.002743282,0.0008396617,0.003942007,0.83676,0.0006346552,0.00004334523,0.00024787],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916171,0.000296244,0.00002362325,0.001723712,0.00008223635,0.0003842748,0.000001202724,0.00006115531,0.005810463],"genre_scores_gemma":[0.9963841,0.000001563777,0.002402725,0.0008973285,0.00007051571,0.00001682848,0.000004356781,0.00001327378,0.0002093353],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0993773,"threshold_uncertainty_score":0.9965825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03347739834511307,"score_gpt":0.3830764184187117,"score_spread":0.3495990200735986,"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."}}