{"id":"W4409212268","doi":"10.1016/j.jcjo.2025.03.010","title":"Lipemia Retinalis","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Ophthalmology","topic":"Lipid metabolism and disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine","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":[0.0002061491,0.00108604,0.000473864,0.002692359,0.002040101,0.0008785324,0.0006850467,0.001261599,0.0116231],"category_scores_gemma":[0.001359438,0.0003190332,0.0005474652,0.00105194,0.00101344,0.0006991772,0.0008515862,0.001637297,0.002985368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009185909,"about_ca_system_score_gemma":0.0007550541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007507767,"about_ca_topic_score_gemma":0.005346613,"domain_scores_codex":[0.999697,0.00002042754,0.00002892347,0.0000881174,0.0000669334,0.0000985245],"domain_scores_gemma":[0.9995854,0.00006809919,0.0001191321,0.0000616894,0.00005649795,0.0001091418],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0003637224,0.0001647862,0.01280185,0.0001598337,0.000041873,0.9463372,0.0002212238,0.00008037197,0.01009086,0.003717257,0.00328907,0.02273191],"study_design_scores_gemma":[0.00004799893,0.0001370119,0.01695801,0.00007684931,0.00005429673,0.9654015,0.0001675193,0.000210322,0.003275438,0.001060362,0.01258845,0.00002226472],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.612973,0.01640904,0.009166132,0.008633166,0.001789448,0.0009807668,0.002594505,0.002111643,0.3453422],"genre_scores_gemma":[0.955632,0.002753225,0.001976531,0.002123528,0.0004621545,0.0000644012,0.0004651259,0.00009542448,0.03642767],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0116231,"threshold_uncertainty_score":0.03888309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01517646558609731,"score_gpt":0.2889301895014909,"score_spread":0.2737537239153936,"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."}}