{"id":"W4292115653","doi":"10.21203/rs.3.rs-1833364/v1","title":"Living and Working in Rural Healthcare During the COVID-19 Pandemic: a qualitative study of rural family physicians' lived experiences","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"Memorial University of Newfoundland; Mitacs","keywords":"Pandemic; Health care; General partnership; Rural area; Qualitative research; Nursing; Participatory action research; Coping (psychology); Rural health; Public relations; Citizen journalism; Psychology; Economic growth; Medicine; Coronavirus disease 2019 (COVID-19); Political science; Sociology; Disease; Infectious disease (medical specialty)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00629669,0.0005553883,0.0007632068,0.001609992,0.02085633,0.004055114,0.001872702,0.001676025,0.003503021],"category_scores_gemma":[0.009934909,0.0005306552,0.0003427576,0.002156603,0.01327764,0.002712005,0.004302012,0.002494345,0.0002507011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01733474,"about_ca_system_score_gemma":0.02193892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3690922,"about_ca_topic_score_gemma":0.5523531,"domain_scores_codex":[0.9943525,0.00315835,0.0001147916,0.0004294876,0.0004335637,0.001511308],"domain_scores_gemma":[0.9882416,0.007476639,0.000755685,0.0001986147,0.001075351,0.002252002],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001075523,0.00001275216,0.001484246,0.00004217831,0.000001527075,0.0005066047,0.9962478,0.00001597007,0.000186341,0.0002316484,0.0002868628,0.0009733798],"study_design_scores_gemma":[0.000001012852,0.00001256233,0.0007170506,0.00003900846,0.000001003344,0.00007809287,0.997211,0.00001024419,0.00003046988,0.00003234531,0.001863258,0.000003977042],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925734,0.0006109185,0.0005136552,0.001949123,0.00004156978,0.0001435045,0.0001362212,0.00001005441,0.00402162],"genre_scores_gemma":[0.9960671,0.0007690251,0.0003572004,0.0007053089,0.00001613792,0.0001189476,0.00003909249,0.00001178399,0.001915549],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3690922,"threshold_uncertainty_score":0.7338877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3402440568348863,"score_gpt":0.5654868368004916,"score_spread":0.2252427799656053,"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."}}