{"id":"W4393159685","doi":"10.1007/s40123-024-00923-0","title":"Diabetic Disease of the Eye in Canada: Consensus Statements from a Retina Specialist Working Group","year":2024,"lang":"en","type":"article","venue":"Ophthalmology and Therapy","topic":"Retinal Diseases and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Hôpital Maisonneuve-Rosemont; University of Toronto; Bayer (Canada); Memorial University of Newfoundland; Université de Sherbrooke; University of Calgary; Montreal Heart Institute","funders":"Allergan; Regeneron Pharmaceuticals; Bayer","keywords":"Medicine; Diabetic retinopathy; Context (archaeology); Disease; Intensive care medicine; Diabetes mellitus; Disease management; Ophthalmology; Optometry; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.1014782,0.001421518,0.002809794,0.007777004,0.01085996,0.007013715,0.008073756,0.009889586,0.003025599],"category_scores_gemma":[0.1611124,0.001311257,0.00450608,0.008489762,0.003149578,0.00295458,0.009613369,0.00988839,0.001076306],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06698085,"about_ca_system_score_gemma":0.3630035,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5924475,"about_ca_topic_score_gemma":0.6621544,"domain_scores_codex":[0.9192062,0.02069633,0.02111326,0.00403111,0.02803757,0.006915446],"domain_scores_gemma":[0.7073478,0.03456128,0.0141003,0.00299613,0.2080276,0.03296691],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001951027,0.0001575034,0.01234409,0.01440028,0.0006288607,0.0008970961,0.009253828,0.0008918961,0.0007088186,0.005350064,0.795705,0.1594674],"study_design_scores_gemma":[0.000486525,0.0001520816,0.01862944,0.07512414,0.0008796938,0.0009977334,0.01600561,0.0008511008,0.0006118988,0.006445179,0.8793434,0.0004731085],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01289256,0.104524,0.005466886,0.8027569,0.02865887,0.008440871,0.006809602,0.0001460369,0.03030425],"genre_scores_gemma":[0.2297758,0.2505071,0.09753879,0.3468805,0.01188798,0.0179037,0.0217619,0.0004017183,0.02334258],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9330192,"threshold_uncertainty_score":0.8199054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02812080574714503,"score_gpt":0.3135241062829248,"score_spread":0.2854033005357798,"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."}}