{"id":"W4225163481","doi":"10.21203/rs.3.rs-1594378/v1","title":"Impact of COVID-19 Pandemic on Foot Care Services in Ontario, Canada","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Foot (prosody); Business; Virology; Geography; Medicine; Outbreak; Infectious disease (medical specialty); Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0006539311,0.0003242967,0.0003533758,0.001316632,0.003414873,0.003194523,0.0009207815,0.0007645928,0.00993991],"category_scores_gemma":[0.003454462,0.000321481,0.000714416,0.003521207,0.0009505044,0.0008504117,0.001622651,0.001525507,0.0004681988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1311941,"about_ca_system_score_gemma":0.176457,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9992458,"about_ca_topic_score_gemma":0.9995955,"domain_scores_codex":[0.9978847,0.0001211444,0.00007039835,0.00009473567,0.0006773562,0.001151616],"domain_scores_gemma":[0.9959078,0.0001929268,0.000423586,0.0000427099,0.001875815,0.001557134],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005578909,0.0002865557,0.7918466,0.0006783423,0.0003099294,0.001011787,0.004010599,0.00279123,0.000461223,0.007692976,0.1451873,0.04516546],"study_design_scores_gemma":[0.00004605966,0.00004916248,0.9618685,0.000336003,0.00005916886,0.00006879508,0.01010144,0.001088026,0.00009817613,0.0003486204,0.02590002,0.00003606717],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7765877,0.007300669,0.0003368959,0.05871393,0.0006076871,0.0003253008,0.06755706,0.00008502216,0.08848578],"genre_scores_gemma":[0.9599917,0.00557098,0.0004024315,0.002850683,0.0001078636,0.00005601744,0.007365538,0.00002842654,0.02362633],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1311941,"threshold_uncertainty_score":0.9518846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.199060373169904,"score_gpt":0.5196861716614225,"score_spread":0.3206257984915185,"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."}}