{"id":"W4289112853","doi":"10.33137/juls.v16i1.38930","title":"A Canadian Perspective on Patient Experience using Virtual Care During COVID-19","year":2022,"lang":"en","type":"article","venue":"Journal of Undergraduate Life Sciences","topic":"Patient Satisfaction in Healthcare","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network; Queen's University","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Health care; Perspective (graphical); Medical emergency; Medicine; Psychology; Computer science; Disease; Political science; Artificial intelligence","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0007270909,0.0001653729,0.0002775808,0.0008895973,0.008885829,0.00002165039,0.0004681054,0.00005930249,0.0003566305],"category_scores_gemma":[0.001487253,0.0001451964,0.0001037209,0.0009676187,0.0002133586,0.0003644308,0.000147237,0.001059708,0.00001294917],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01155084,"about_ca_system_score_gemma":0.01335913,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1281759,"about_ca_topic_score_gemma":0.02341724,"domain_scores_codex":[0.9955845,0.001186411,0.0008148125,0.0003338601,0.001404755,0.0006756835],"domain_scores_gemma":[0.9966449,0.0004406372,0.001040526,0.0001831087,0.0004527179,0.001238117],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002682401,0.00004147606,0.673849,0.00008080327,0.00003506365,0.0001671151,0.2258351,0.0851182,0.0002212023,0.01235808,0.001817693,0.0002079551],"study_design_scores_gemma":[0.0009239443,0.001698017,0.02385016,0.0001393267,0.00001473735,0.0001070086,0.9653222,0.0004716771,0.00003814321,0.003190149,0.003969273,0.0002753443],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9681184,0.0003701873,0.00005615067,0.02665702,0.003304609,0.0003950211,0.00005606779,0.00002204648,0.001020491],"genre_scores_gemma":[0.9937737,0.00003835198,0.0002537224,0.005631332,0.0002018178,0.00003141017,9.724041e-7,0.00001409426,0.00005459429],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7394871,"threshold_uncertainty_score":0.9944028,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1209449437033493,"score_gpt":0.4510344272966554,"score_spread":0.330089483593306,"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."}}