{"id":"W3153858974","doi":"10.1055/s-0041-1726489","title":"Primary Care Informatics Response to Covid-19 Pandemic: Adaptation, Progress, and Lessons from Four Countries with High ICT Development","year":2021,"lang":"en","type":"article","venue":"Yearbook of Medical Informatics","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Family Medicine; Western University; MacEwan University","funders":"","keywords":"Telehealth; Informatics; Telemedicine; Health informatics; Health care; Medicine; Business; The Internet; Political science; Public relations; Nursing; Public health; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.01171873,0.0003360893,0.0004236944,0.001176806,0.003154666,0.004973132,0.001001768,0.001668314,0.002791043],"category_scores_gemma":[0.01502807,0.0004180175,0.0005640048,0.002799261,0.001734952,0.00319845,0.005449345,0.002140942,0.0003838342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004094436,"about_ca_system_score_gemma":0.01931888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01481057,"about_ca_topic_score_gemma":0.02598675,"domain_scores_codex":[0.9942449,0.003470651,0.0003649966,0.0002289395,0.0006273689,0.00106315],"domain_scores_gemma":[0.9865139,0.008665618,0.0008770926,0.0004856685,0.001673961,0.001783772],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002537608,0.0007088021,0.07445712,0.01096298,0.000101093,0.008246604,0.2078702,0.0007876758,0.001594889,0.006505777,0.03365625,0.6548548],"study_design_scores_gemma":[0.0001407859,0.001999056,0.2077914,0.009285369,0.0001805044,0.003288266,0.5266057,0.000413564,0.001771006,0.00307158,0.2452906,0.0001621911],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7487108,0.0440296,0.003472443,0.1313543,0.001360631,0.001080621,0.0007943693,0.0002212291,0.06897592],"genre_scores_gemma":[0.9453337,0.02672849,0.008357167,0.01321001,0.0002046642,0.0004937651,0.0005141397,0.00004469768,0.00511343],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01481057,"threshold_uncertainty_score":0.06197536,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05949604168272626,"score_gpt":0.3604227937156191,"score_spread":0.3009267520328929,"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."}}