{"id":"W4313435870","doi":"10.3390/healthcare11010003","title":"Job Satisfaction of Health Practitioners Providing Outreach Health Services during COVID-19 in Rural New South Wales (NSW) and the Australian Capital Territory (ACT), Australia","year":2022,"lang":"en","type":"article","venue":"Healthcare","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"National Health and Medical Research Council","keywords":"Outreach; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Rural health; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Northern territory; Capital (architecture); Medicine; Nursing; Job satisfaction; Telehealth; Family medicine; Geography; Telemedicine; Optometry; Rural area; Health care; Psychology; Economic growth; Virology; Outbreak; Archaeology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001865418,0.0003224568,0.0008853505,0.0004764287,0.001130825,0.00004211316,0.0001454178,0.0001268742,0.0001285712],"category_scores_gemma":[0.000136059,0.0002760603,0.0001259033,0.0004553499,0.0001523295,0.0002705245,0.0001248537,0.001100065,0.000003615516],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003694839,"about_ca_system_score_gemma":0.006517739,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5490288,"about_ca_topic_score_gemma":0.09757969,"domain_scores_codex":[0.9955085,0.001149105,0.001168238,0.0005193361,0.0007492368,0.0009055944],"domain_scores_gemma":[0.9973485,0.0002140682,0.0006889276,0.0004490311,0.00007126447,0.001228246],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001277793,0.00005697919,0.8922063,0.01093629,0.00003900815,0.00003099483,0.0883018,0.00006361659,0.00006423149,0.0004726463,0.0008819692,0.005668427],"study_design_scores_gemma":[0.005487968,0.000796704,0.895887,0.0006727597,0.0000232477,0.0002933641,0.09374266,0.00003067449,0.000017305,0.0002242043,0.002616395,0.0002077371],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7757772,0.002108475,0.000006193984,0.2196133,0.0003308574,0.001923554,0.0001423404,0.00009115363,0.000006976933],"genre_scores_gemma":[0.9878617,0.0004160012,0.000122829,0.01063497,0.0002557937,0.0001113577,0.0001524713,0.00004341283,0.0004014425],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4514491,"threshold_uncertainty_score":0.9999692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06951094539184349,"score_gpt":0.3929604199921058,"score_spread":0.3234494746002623,"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."}}