{"id":"W4393235817","doi":"10.3390/healthcare12070730","title":"Implementation of a Provincial Long COVID Care Pathway in Alberta, Canada: Provider Perceptions","year":2024,"lang":"en","type":"article","venue":"Healthcare","topic":"Long-Term Effects of COVID-19","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Alberta Health; University of Calgary; University of Alberta; Women's College Hospital; Alberta Health Services","funders":"Canadian Institutes of Health Research","keywords":"Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Perception; Pandemic; MEDLINE; Business; Nursing; Psychology; Medicine; Virology; Political science; Outbreak","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001449577,0.0001591273,0.0002899351,0.0002021552,0.00006737746,0.00001743157,0.00007382681,0.00009864962,0.0001815474],"category_scores_gemma":[0.0001698913,0.0001466067,0.00007105897,0.0003082143,0.00003531653,0.0001115515,0.00003649383,0.0002667667,0.00001074249],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002083671,"about_ca_system_score_gemma":0.01511714,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9681981,"about_ca_topic_score_gemma":0.9978965,"domain_scores_codex":[0.9983695,0.0001119322,0.0004211478,0.0003485258,0.0004067979,0.0003420853],"domain_scores_gemma":[0.9990081,0.0002398869,0.00006149168,0.0002612087,0.0001565296,0.000272818],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009827206,0.00003423121,0.9201895,0.01866805,0.0000299651,0.0005105388,0.01507727,0.00000819053,0.000312076,0.000949988,0.002085261,0.04203664],"study_design_scores_gemma":[0.001686553,0.000674762,0.9701484,0.001401856,0.00005846383,0.00009038221,0.01331226,0.0001122908,0.0009608538,0.00007096416,0.01121592,0.0002672425],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9573994,0.001330381,0.00004013523,0.03811276,0.0003565653,0.002319433,0.0001939282,0.00006122342,0.0001862349],"genre_scores_gemma":[0.9966415,0.00001600196,0.00009988964,0.00234076,0.0002080159,0.0002013725,0.0002842347,0.00003466512,0.0001736113],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04995892,"threshold_uncertainty_score":0.9904662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01506503004883585,"score_gpt":0.3492927417542915,"score_spread":0.3342277117054557,"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."}}