{"id":"W4386356200","doi":"10.1016/j.jcjo.2023.08.007","title":"Investigation into the interest in LASIK in Canada during the COVID-19 pandemic: predicting interest and demand in periods of uncertainty","year":2023,"lang":"en","type":"letter","venue":"Canadian Journal of Ophthalmology","topic":"Retinal and Optic Conditions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"LASIK; Scopus; Medicine; Keratomileusis; Health care; Pandemic; Public health; Optometry; Coronavirus disease 2019 (COVID-19); Family medicine; MEDLINE; Ophthalmology; Political science; Nursing; Disease; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0009715326,0.0002016053,0.000384161,0.0007269346,0.003429462,0.002276948,0.001217657,0.003704801,0.003315611],"category_scores_gemma":[0.01189302,0.0002802479,0.000530185,0.001891903,0.001116973,0.0008809965,0.0007743904,0.007033336,0.0003818126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03454453,"about_ca_system_score_gemma":0.03722822,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9664149,"about_ca_topic_score_gemma":0.9760115,"domain_scores_codex":[0.9990616,0.0001189431,0.00007088962,0.00005879332,0.0002000082,0.0004898587],"domain_scores_gemma":[0.990406,0.002289562,0.001073333,0.0001153717,0.003378901,0.002736826],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000444187,0.0002046762,0.8699378,0.00007034536,0.0001265844,0.005556819,0.004698893,0.001999306,0.00041456,0.002325195,0.1000148,0.01420701],"study_design_scores_gemma":[0.0001241459,0.0002825655,0.8543493,0.0004837608,0.0001237913,0.003246509,0.06640635,0.02776938,0.0004614262,0.004887463,0.04160911,0.0002561465],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5856526,0.0007622706,0.000327952,0.393874,0.0006289996,0.00007154819,0.004527571,0.00002646796,0.01412856],"genre_scores_gemma":[0.9696312,0.0006773426,0.0003012017,0.02676624,0.000499464,0.00002763764,0.0004537878,0.0000142253,0.001628922],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03454453,"threshold_uncertainty_score":0.2506393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09375756421090911,"score_gpt":0.3013712046918697,"score_spread":0.2076136404809606,"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."}}