{"id":"W3083883615","doi":"10.3399/bjgpopen20x101128","title":"COVID-19 and primary care in six countries","year":2020,"lang":"en","type":"article","venue":"BJGP Open","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":175,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut du Savoir Montfort; Montfort Hospital; University of Ottawa","funders":"","keywords":"Triage; Government (linguistics); Pandemic; Referral; Medicine; Public health; Family medicine; Health care; Primary care; Front line; Coronavirus disease 2019 (COVID-19); Nursing; Medical emergency; Political science; Disease; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.002929586,0.000285568,0.0004505142,0.002505215,0.001384686,0.002951383,0.0006723477,0.001122399,0.02279329],"category_scores_gemma":[0.009117116,0.0003786599,0.0005162999,0.009918397,0.0010432,0.001607675,0.00419425,0.00173365,0.001703559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003618607,"about_ca_system_score_gemma":0.007605891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1322239,"about_ca_topic_score_gemma":0.1122859,"domain_scores_codex":[0.9955154,0.001385207,0.0004585589,0.0002529648,0.0007450659,0.001642841],"domain_scores_gemma":[0.9930199,0.002060392,0.001374184,0.0002101625,0.0008631212,0.002472196],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001060128,0.0003677771,0.5616686,0.004115741,0.0003306628,0.001683989,0.007656713,0.0007061218,0.0003599764,0.01915304,0.2881613,0.1147361],"study_design_scores_gemma":[0.0001760361,0.0001890822,0.8985319,0.001445261,0.00008853963,0.000537012,0.01046105,0.0001011404,0.00008467223,0.0006435555,0.08770306,0.00003877354],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5243716,0.08913563,0.0005348522,0.07678816,0.003599951,0.0004524397,0.1387695,0.0002674551,0.1660805],"genre_scores_gemma":[0.9144034,0.03249549,0.001233717,0.006019264,0.0006186321,0.0002962672,0.02444804,0.00006258518,0.02042264],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1322239,"threshold_uncertainty_score":0.2629086,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1016149840331172,"score_gpt":0.4263253186737746,"score_spread":0.3247103346406573,"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."}}