{"id":"W4403014924","doi":"10.1016/j.jcjo.2024.09.001","title":"Illuminated depressor enhanced fundus photography","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Ophthalmology","topic":"Retinal Imaging and Analysis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Photography; Fundus photography; Art; Fundus (uterus); Optometry; Ophthalmology; Visual arts; Medicine; Retinal; Fluorescein angiography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001862494,0.0002508001,0.0001565084,0.0009685986,0.0002973656,0.0004493223,0.0002164673,0.0005990189,0.01389416],"category_scores_gemma":[0.0004836123,0.0001417841,0.0002182396,0.0003832438,0.0002391431,0.0004304711,0.0003392644,0.0007115246,0.001274226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003468235,"about_ca_system_score_gemma":0.0003925019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001362409,"about_ca_topic_score_gemma":0.001697326,"domain_scores_codex":[0.9998441,0.00002210855,0.00001605454,0.00003234504,0.0000531755,0.00003222687],"domain_scores_gemma":[0.9998358,0.00004145676,0.00001858621,0.00003672547,0.00004865389,0.00001870883],"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":[0.008346862,0.001110815,0.02241574,0.001132157,0.0001947696,0.0826539,0.0003532284,0.001258031,0.4759379,0.008261904,0.01778912,0.3805455],"study_design_scores_gemma":[0.0008046072,0.002650473,0.2200318,0.000643392,0.0004383705,0.2944778,0.0004200041,0.008715292,0.3276042,0.003470689,0.1405932,0.0001499872],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7122889,0.007361246,0.04114388,0.00368369,0.001041582,0.0008441485,0.002594983,0.0009919039,0.2300497],"genre_scores_gemma":[0.9195096,0.004897084,0.019426,0.001697897,0.0003585856,0.00009629485,0.0005918802,0.0001330259,0.05328962],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01389416,"threshold_uncertainty_score":0.04648066,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01913059455701892,"score_gpt":0.2956019288863034,"score_spread":0.2764713343292844,"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."}}