{"id":"W3127827208","doi":"10.31128/ajgp-covid-46","title":"Reflecting on Australia’s five principles for pandemic response in primary care through the lens of early international experiences of COVID-19","year":2021,"lang":"en","type":"article","venue":"Australian Journal of General Practice","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Workforce; Preparedness; Pandemic; Health care; Relevance (law); Nursing; Public relations; Medicine; Business; Coronavirus disease 2019 (COVID-19); Political science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.002834321,0.0000957728,0.000265134,0.00007364601,0.0002179041,0.00005398351,0.0003755652,0.00009893804,0.00008422866],"category_scores_gemma":[0.008915172,0.00007401014,0.0001442003,0.0002309097,0.0002146184,0.000727398,0.00003420568,0.0003221358,6.508996e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004128671,"about_ca_system_score_gemma":0.002078031,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00373446,"about_ca_topic_score_gemma":0.001111187,"domain_scores_codex":[0.9971551,0.001102544,0.0007663111,0.0001418096,0.0005585576,0.0002756285],"domain_scores_gemma":[0.9952524,0.002888567,0.001021561,0.0001261662,0.0006014944,0.0001097831],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00838921,0.0002475505,0.03313607,0.0003723689,0.0001914684,0.0001506101,0.927048,0.004933788,0.001652012,0.01921432,0.003888677,0.0007759236],"study_design_scores_gemma":[0.001164191,0.0006419013,0.03621596,0.0002725592,0.00005708078,0.00005571494,0.7245382,0.000002186847,0.001743261,0.0004024913,0.2347518,0.0001546434],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9611092,0.0002102951,0.00005179935,0.03599524,0.0007891546,0.0001771411,0.00001917149,0.000003648505,0.001644384],"genre_scores_gemma":[0.9903098,0.0003116709,0.003790933,0.002072846,0.0003592846,0.00000869753,0.000002600365,0.000006806987,0.003137327],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2308632,"threshold_uncertainty_score":0.9994332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3036408845825389,"score_gpt":0.5147677912040703,"score_spread":0.2111269066215314,"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."}}