{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001110411,0.0009322802,0.0004588429,0.001642547,0.0005944284,0.000587061,0.0008402122,0.001675003,0.005172214],"category_scores_gemma":[0.0008131217,0.0006526305,0.0008633417,0.0006752331,0.001664075,0.001342542,0.0005688079,0.001939286,0.0007551332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006627255,"about_ca_system_score_gemma":0.0007966624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002532654,"about_ca_topic_score_gemma":0.001601785,"domain_scores_codex":[0.9988845,0.0002820035,0.00007651374,0.0002185183,0.0001523708,0.0003860371],"domain_scores_gemma":[0.9989493,0.000448949,0.0001880025,0.0002137941,0.00006563964,0.0001343374],"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":[0.01307212,0.004672281,0.0009930482,0.0003461213,0.00008839457,0.0005439465,0.0004346616,0.0007137027,0.9623569,0.003004584,0.0005842298,0.01318993],"study_design_scores_gemma":[0.0006034928,0.0129297,0.001460753,0.00002220099,0.0001235425,0.0005573492,0.0002022981,0.001369508,0.9801296,0.0004445945,0.002133017,0.0000239887],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9850262,0.002124737,0.004461026,0.0004174679,0.0002300246,0.0002458739,0.0003019945,0.0002397244,0.006953082],"genre_scores_gemma":[0.9904186,0.001019277,0.003227907,0.0001158524,0.00007706718,0.0001608287,0.0001833283,0.00005636081,0.004740747],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005172214,"threshold_uncertainty_score":0.01730281,"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."}}