{"id":"W3216402224","doi":"10.12927/hcpol.2021.26658","title":"A “Shock Test” to Primary Care Integration: COVID-19 Lessons from Alberta","year":2021,"lang":"en","type":"article","venue":"Healthcare policy","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; University of Alberta; University of Calgary","funders":"Canadian Institutes of Health Research; University of Calgary","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Shock (circulatory); Personal protective equipment; Test (biology); Health care; Business; Distribution (mathematics); Primary care; Medical emergency; Public relations; Political science; Medicine; Family medicine; Economic growth; Economics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001170743,0.000219864,0.0004491654,0.0002674207,0.0002370855,0.00002532806,0.00009651866,0.0001374958,0.0004783861],"category_scores_gemma":[0.00234759,0.0002085618,0.00008559136,0.0008796423,0.00003114279,0.00007050249,0.00008032409,0.0003225123,0.0001625457],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001564962,"about_ca_system_score_gemma":0.008016255,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1513134,"about_ca_topic_score_gemma":0.06941682,"domain_scores_codex":[0.9978135,0.0001277245,0.0005747567,0.0005186201,0.0004148794,0.0005504973],"domain_scores_gemma":[0.99682,0.0005058259,0.0001165555,0.0005927978,0.0004085707,0.001556286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004005084,0.0003761992,0.2051473,0.004117181,0.00009917874,0.0005384944,0.05879068,0.000003474679,0.003141331,0.01380888,0.1607994,0.5527774],"study_design_scores_gemma":[0.003786284,0.001107062,0.2490527,0.0004785364,0.00009992351,0.0002929122,0.01335477,0.00001532487,0.001968467,0.001020088,0.7284719,0.0003520102],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.09004294,0.00183619,0.001036263,0.8998739,0.0002969328,0.001105366,0.0005346954,0.0001619302,0.00511177],"genre_scores_gemma":[0.6837705,0.0002545114,0.003695367,0.3052678,0.001916073,0.0001458501,0.003550081,0.00004138207,0.001358477],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.5946061,"threshold_uncertainty_score":0.9976074,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07901340874272324,"score_gpt":0.4533208070535282,"score_spread":0.374307398310805,"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."}}