{"id":"W4229080719","doi":"10.1016/j.jcjo.2021.02.003","title":"Appointment trends in new and established patients in ophthalmology and optometry during a pandemic","year":2021,"lang":"en","type":"letter","venue":"Canadian Journal of Ophthalmology","topic":"Retinal and Optic Conditions","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Institutes of Health; Research to Prevent Blindness","keywords":"Medicine; Subspecialty; Pandemic; Coronavirus disease 2019 (COVID-19); Family medicine; Ophthalmology; Optometry; Medical emergency; Disease; Infectious disease (medical specialty)","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":[0.0004589114,0.0001204446,0.0002329001,0.001007053,0.001597295,0.001215251,0.0006151323,0.002271778,0.004050096],"category_scores_gemma":[0.004927972,0.0001748718,0.0003946949,0.002116748,0.0003242958,0.001085444,0.0005320675,0.002303455,0.000392196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004075726,"about_ca_system_score_gemma":0.003990077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2873878,"about_ca_topic_score_gemma":0.4209169,"domain_scores_codex":[0.9992623,0.00006412805,0.0001207699,0.0000667577,0.0001502693,0.000335783],"domain_scores_gemma":[0.9962836,0.0005786141,0.000875935,0.00004875859,0.0008403244,0.001372902],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003730575,0.0002380619,0.9597014,0.0001004206,0.00003577567,0.002488535,0.003293551,0.0001454849,0.0003030776,0.0003811845,0.02051275,0.01242665],"study_design_scores_gemma":[0.00001737919,0.0001045832,0.9751202,0.0001128915,0.00001784162,0.001416152,0.01523842,0.0003687498,0.00007317156,0.0001091333,0.007395146,0.00002626851],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"editorial","genre_scores_codex":[0.9445388,0.001472169,0.00008647444,0.03760593,0.0005919405,0.00006031779,0.003472898,0.00002545491,0.01214609],"genre_scores_gemma":[0.9861584,0.001408815,0.00016087,0.008818104,0.0004857718,0.00003766949,0.0009449841,0.00001290175,0.001972443],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.2873878,"threshold_uncertainty_score":0.5714301,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02408828928239823,"score_gpt":0.2925438250791002,"score_spread":0.2684555357967019,"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."}}