{"id":"W3092009344","doi":"10.1177/2377960820963771","title":"Frontline Nursing Care: The COVID-19 Pandemic and the Brazilian Health System","year":2020,"lang":"en","type":"article","venue":"SAGE Open Nursing","topic":"Health, Nursing, Elderly Care","field":"Health Professions","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Workforce; Pandemic; Public health; Nursing; Medicine; Health care; Health promotion; International health; Latin Americans; Global health; Coronavirus disease 2019 (COVID-19); Political science; Infectious disease (medical specialty); 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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.004113662,0.0004123673,0.0009518742,0.00007225012,0.007576965,0.0002365939,0.001240797,0.0003384493,0.000135167],"category_scores_gemma":[0.0009485276,0.0002616281,0.0001157836,0.0005939819,0.0008431525,0.0003333594,0.0002156435,0.002163873,0.0001025367],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004036316,"about_ca_system_score_gemma":0.00372427,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004641773,"about_ca_topic_score_gemma":0.001135402,"domain_scores_codex":[0.9903217,0.005666907,0.001208942,0.0008630925,0.0005557564,0.001383625],"domain_scores_gemma":[0.9950823,0.001787408,0.0007533006,0.0009474522,0.0001485513,0.00128098],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001045825,0.00004159812,0.004898456,0.001785676,0.00003973882,0.00001642121,0.5968887,0.0000348333,0.00002490629,0.006038879,0.07037181,0.3188131],"study_design_scores_gemma":[0.01157914,0.0004201671,0.004384993,0.009945627,0.0001832634,0.0001317135,0.816267,0.002304379,0.000003834897,0.001222738,0.1529278,0.0006293816],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01574772,0.03809949,0.01380139,0.86668,0.004755262,0.01533668,0.0002307843,0.0008224603,0.04452617],"genre_scores_gemma":[0.9125896,0.0002958938,0.0008024298,0.08438716,0.001170184,0.0002069565,0.00005474958,0.0001186991,0.0003743826],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.8968418,"threshold_uncertainty_score":0.9999836,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1253847253332735,"score_gpt":0.4781882677289344,"score_spread":0.3528035423956609,"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."}}