{"id":"W4313236322","doi":"10.1186/s12875-022-01916-3","title":"The primary care COVID-19 integrated pathway: a rapid response to health and social impacts of COVID-19","year":2022,"lang":"en","type":"article","venue":"BMC Primary Care","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; University of Calgary","funders":"College of Family Physicians of Canada","keywords":"Medicine; Psychological intervention; Coronavirus disease 2019 (COVID-19); Health care; Emergency department; Primary care; Family medicine; Healthcare system; Descriptive statistics; Medical emergency; Emergency medicine; Nursing; Internal medicine; Disease","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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.004313087,0.0005049085,0.001170731,0.0004591516,0.008527695,0.00003793249,0.0008744755,0.000284426,0.0003425696],"category_scores_gemma":[0.001995636,0.0004103571,0.0002867931,0.0009524851,0.0002596227,0.0001585695,0.001755747,0.001611699,0.00002656263],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.02626024,"about_ca_system_score_gemma":0.1384223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003943191,"about_ca_topic_score_gemma":0.004203543,"domain_scores_codex":[0.9872762,0.007798792,0.00150146,0.0008459032,0.001084825,0.001492838],"domain_scores_gemma":[0.9909066,0.004856841,0.0008625527,0.0009945178,0.0004499371,0.001929573],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.02781798,0.0001282677,0.06073803,0.02851621,0.00010676,0.00009090744,0.3692514,0.00002955052,0.0007076657,0.001024404,0.4806632,0.03092572],"study_design_scores_gemma":[0.003189192,0.001055919,0.0265078,0.00005716608,0.00002655557,0.00001668744,0.1830931,0.000001101296,0.000005061447,0.00009986338,0.7855866,0.0003608923],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.5729082,0.100952,0.0008212495,0.2718351,0.00466849,0.01661898,0.01773194,0.001468879,0.0129952],"genre_scores_gemma":[0.2476589,0.001112989,0.001257699,0.7412052,0.000500918,0.001921794,0.004497993,0.0001976889,0.001646797],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.4693702,"threshold_uncertainty_score":0.9998348,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06705380494350612,"score_gpt":0.4110964812981838,"score_spread":0.3440426763546777,"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."}}