{"id":"W4200163146","doi":"10.1177/22925503211064381","title":"The Impact of COVID-19 on the Surgical Wait Times for Plastic and Reconstructive Surgery in Ontario","year":2021,"lang":"en","type":"article","venue":"Plastic Surgery","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Coronavirus disease 2019 (COVID-19); Reconstructive surgery; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Surgery; General surgery; Disease; 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":[0.0007877725,0.0001504012,0.0001255085,0.0006532967,0.001140282,0.000598846,0.0006653985,0.0001815775,0.001740096],"category_scores_gemma":[0.004111944,0.0001649371,0.000279022,0.001218735,0.0005850053,0.0002282608,0.0007844648,0.0003771236,0.0001002826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02505473,"about_ca_system_score_gemma":0.02551362,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9691041,"about_ca_topic_score_gemma":0.9823521,"domain_scores_codex":[0.9983402,0.0001349224,0.00009516929,0.0001076758,0.0008302528,0.00049174],"domain_scores_gemma":[0.9954842,0.000393663,0.001643421,0.00008251672,0.001296557,0.001099486],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000164862,0.00005608421,0.9798421,0.0001061274,0.00002803463,0.0001589043,0.001059669,0.0002972388,0.0007910106,0.00009744334,0.001330306,0.01606821],"study_design_scores_gemma":[0.000005304714,0.00006012057,0.9975452,0.00001485669,0.000007674771,0.00004404161,0.0006769237,0.000152389,0.0001198027,0.000006327597,0.001363778,0.000003592027],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944411,0.0007514803,0.0001270628,0.0008970879,0.00002014119,0.0000408085,0.001175194,0.00001192232,0.00253519],"genre_scores_gemma":[0.998087,0.0002749126,0.0001845565,0.0001107614,0.000009381797,0.00001210251,0.0003610929,0.000003913045,0.0009562058],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03089589,"threshold_uncertainty_score":0.1817856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09549534589344583,"score_gpt":0.3563288090219572,"score_spread":0.2608334631285114,"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."}}