{"id":"W3215531646","doi":"10.12927/hcpol.2021.26657","title":"Achieving Resilience in Primary Care during the COVID-19 Pandemic: Competing Visions and Lessons from Alberta","year":2021,"lang":"en","type":"article","venue":"Healthcare policy","topic":"Disaster Response and Management","field":"Health Professions","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; University of Alberta; University of Calgary","funders":"University of Calgary; World Health Organization","keywords":"Vision; Agency (philosophy); Operationalization; Resilience (materials science); Public relations; Psychological resilience; Public health; Service delivery framework; Health care; Political science; Sociology; Business; Service (business); Medicine; Psychology; Nursing; Marketing; Social psychology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.006241519,0.0003446867,0.000302355,0.0007946077,0.02344518,0.00766607,0.001981503,0.001718292,0.001911314],"category_scores_gemma":[0.005683309,0.0002743778,0.0002957303,0.001621728,0.01759497,0.002059234,0.007021261,0.003598785,0.00008159788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1371955,"about_ca_system_score_gemma":0.2236661,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9734881,"about_ca_topic_score_gemma":0.9907097,"domain_scores_codex":[0.9942275,0.00216609,0.00007942244,0.0002326017,0.0007611248,0.002533218],"domain_scores_gemma":[0.9942625,0.002008072,0.0002406988,0.0001703064,0.0009299465,0.002388413],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002003174,0.0001239413,0.04937132,0.0006125013,0.00004850502,0.004164653,0.7234041,0.002948559,0.001402349,0.1205149,0.02845358,0.0687552],"study_design_scores_gemma":[0.00002176166,0.0000756985,0.03612984,0.0006182113,0.00002847294,0.0002196632,0.8923175,0.0006394805,0.0002875462,0.008049143,0.06154807,0.00006473422],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7565829,0.006047905,0.002135602,0.1550844,0.0003124211,0.0001889667,0.0001686985,0.00005560255,0.07942345],"genre_scores_gemma":[0.9891688,0.001645164,0.0009732879,0.004264695,0.00002927939,0.00003151668,0.00003979351,0.00001013949,0.003837384],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1371955,"threshold_uncertainty_score":0.9954278,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0990776278397435,"score_gpt":0.4704828252517879,"score_spread":0.3714051974120444,"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."}}