{"id":"W4310112272","doi":"10.15273/hpj.v2i2.11319","title":"Exploring the Impacts of the Beginning of the COVID-19 Pandemic on Critical Care Physicians and the Delivery of Patient Care in Eight Countries: A Qualitative Interview-Based Study","year":2022,"lang":"en","type":"article","venue":"Healthy Populations Journal","topic":"Disaster Response and Management","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Dalhousie University","funders":"","keywords":"Pandemic; Preparedness; Thematic analysis; Qualitative research; Health care; Triage; Nursing; Nonprobability sampling; Medicine; Psychology; Coronavirus disease 2019 (COVID-19); Political science; Sociology; Medical emergency; Infectious disease (medical specialty); Environmental health; 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":[0.002549909,0.0001119789,0.0002842882,0.0001411589,0.002032594,0.000009155677,0.0003134578,0.00001997232,0.00002445427],"category_scores_gemma":[0.0006843415,0.00005311139,0.0001166201,0.0004194516,0.0002043367,0.00008196485,0.0002805076,0.0007875718,2.842624e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005643482,"about_ca_system_score_gemma":0.000714534,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001425802,"about_ca_topic_score_gemma":0.003308557,"domain_scores_codex":[0.9888573,0.009311183,0.0008784404,0.0001254318,0.0005812824,0.0002464032],"domain_scores_gemma":[0.9963812,0.002281216,0.0006754761,0.0003749556,0.0002270969,0.00006011608],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001000728,0.0001517733,0.1179843,0.0004861621,0.00002732563,0.000001236084,0.8716095,0.003353821,0.000001652455,0.004418606,0.0001460029,0.0008189012],"study_design_scores_gemma":[0.001896337,0.0006278108,0.05332053,0.0004661489,0.00006887486,0.000001824586,0.9417623,0.0001000571,0.000001180639,0.0005086455,0.001195136,0.00005114343],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9864442,0.001014347,0.00009203642,0.01013014,0.0004972315,0.001661677,0.0001064531,0.000004520764,0.00004936155],"genre_scores_gemma":[0.9945898,0.00004248675,0.00001638595,0.005019275,0.00002899843,0.0002828884,0.000002832528,0.00001155535,0.000005742685],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07015278,"threshold_uncertainty_score":0.9992666,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3413179213702436,"score_gpt":0.5117634426001554,"score_spread":0.1704455212299117,"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."}}