{"id":"W4281701140","doi":"10.1136/fmch-2022-001667","title":"Patient experience of residents with restricted primary care access during the COVID-19 pandemic","year":2022,"lang":"en","type":"article","venue":"Family Medicine and Community Health","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Family Medicine","funders":"Japan Society for the Promotion of Science","keywords":"Primary care; Medicine; Pandemic; Coronavirus disease 2019 (COVID-19); Telemedicine; Family medicine; Population; Confounding; Telehealth; Health care; Environmental health; Internal medicine; Disease","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0007793307,0.0001563583,0.0004469877,0.0002153535,0.001909227,0.000005648461,0.0002651611,0.00002669446,0.00006089856],"category_scores_gemma":[0.0002166314,0.00009965352,0.00002231118,0.0006649995,0.0002845437,0.00007694503,0.0003477177,0.001060987,1.721572e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006057191,"about_ca_system_score_gemma":0.001145335,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09138598,"about_ca_topic_score_gemma":0.001808208,"domain_scores_codex":[0.9969531,0.001157072,0.0006231518,0.0001836004,0.0007615511,0.0003215658],"domain_scores_gemma":[0.9979222,0.0005215968,0.0004111499,0.0006274228,0.0001178262,0.0003998035],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001081388,0.0001505861,0.8693982,0.002574488,0.00003019473,0.00002436989,0.1134833,0.00001030907,0.0002958201,0.00001585585,0.004069491,0.008865996],"study_design_scores_gemma":[0.003726786,0.004516744,0.7799334,0.0001908318,0.00003302548,0.0002206109,0.2044065,0.000002934497,0.000008747294,0.00001689308,0.006875356,0.00006820013],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880079,0.003939876,0.00004615193,0.006269913,0.00008800672,0.001084612,0.00003882242,0.00006217094,0.000462533],"genre_scores_gemma":[0.9603211,0.001610508,0.00005486108,0.03746637,0.00005417673,0.0001545069,0.0002951941,0.00001636827,0.00002690879],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09092321,"threshold_uncertainty_score":0.9993901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1463061508672324,"score_gpt":0.4282867557469148,"score_spread":0.2819806048796824,"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."}}