{"id":"W3177063250","doi":"10.12927/cjnl.2021.26527","title":"Holistic Supports for Street Nurses and Front-line Workers during the COVID-19 Pandemic","year":2021,"lang":"en","type":"article","venue":"Nursing leadership","topic":"Disaster Response and Management","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Golder Associates (Canada); Ottawa Public Health; University of Ottawa; Community Based Research Centre; Carleton University","funders":"","keywords":"Front line; Pandemic; Coronavirus disease 2019 (COVID-19); Nursing; 2019-20 coronavirus outbreak; Front (military); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Intervention (counseling); Psychology; Medicine; Virology; Political science; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.004486881,0.0002470974,0.0002992178,0.0003364124,0.007263645,0.00263837,0.001265632,0.001379204,0.003933199],"category_scores_gemma":[0.007631788,0.0002372554,0.0002780739,0.0001710223,0.002289571,0.001529352,0.008556753,0.002104455,0.0004465422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001713417,"about_ca_system_score_gemma":0.01076552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002336761,"about_ca_topic_score_gemma":0.0176085,"domain_scores_codex":[0.9953886,0.003274634,0.00006821445,0.0001286289,0.0003575484,0.0007822925],"domain_scores_gemma":[0.9963703,0.0004678235,0.0002491437,0.0001118445,0.0003300624,0.002470765],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005478213,0.00316837,0.03706395,0.001410494,0.0001008736,0.004447005,0.4094983,0.0005714101,0.005432225,0.006300092,0.04885014,0.4826093],"study_design_scores_gemma":[0.0001629051,0.002150658,0.02877432,0.002527894,0.00004520874,0.001359048,0.8937932,0.0005242373,0.0007605816,0.005024595,0.06482241,0.00005490186],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9166892,0.002258737,0.001586796,0.03807232,0.001230474,0.0004627153,0.00004868754,0.00004947836,0.03960159],"genre_scores_gemma":[0.9851246,0.002238355,0.003899326,0.003747033,0.0001759725,0.0003732195,0.00003970235,0.0000140755,0.004387717],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007263645,"threshold_uncertainty_score":0.02372915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4636052748907044,"score_gpt":0.4723031807446429,"score_spread":0.008697905853938537,"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."}}