{"id":"W6987793660","doi":"","title":"Unskilled Workers: Saving Grace or Detriment to Canada’s Nursing Crisis in the SARS-CoV-2 Pandemic? An Ethical Analysis","year":2023,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Disaster Response and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Premise; Health care; Pandemic; Harm; License; Context (archaeology); Psychological intervention; Work (physics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03248801,0.0004839404,0.0005234628,0.00170373,0.03805852,0.01586796,0.002982906,0.009832775,0.001944366],"category_scores_gemma":[0.04976961,0.0003347745,0.0007409267,0.00178669,0.02881696,0.003711406,0.005407087,0.01130926,0.0002434401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1020119,"about_ca_system_score_gemma":0.3237968,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8681644,"about_ca_topic_score_gemma":0.9409742,"domain_scores_codex":[0.963567,0.01413934,0.0008915497,0.001413691,0.01024896,0.009739498],"domain_scores_gemma":[0.9427903,0.02565447,0.002537842,0.001369476,0.0183428,0.009305036],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00006847317,0.0001016347,0.01360601,0.0002696505,0.00003079401,0.002822812,0.1606603,0.00109981,0.0007101043,0.6341649,0.1412242,0.04524134],"study_design_scores_gemma":[0.00003701896,0.00007562721,0.01279994,0.002820773,0.00007683327,0.001343954,0.3929859,0.003020026,0.001006696,0.09175795,0.4937489,0.000326398],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.09700385,0.006567549,0.005286994,0.808668,0.001572342,0.0002965135,0.0001387718,0.00002627843,0.08043971],"genre_scores_gemma":[0.7985597,0.00613251,0.007286072,0.1613086,0.0005067271,0.000165331,0.00006904119,0.00004657948,0.02592548],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1318356,"threshold_uncertainty_score":0.7401519,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2651574122878362,"score_gpt":0.4790077443948362,"score_spread":0.2138503321069999,"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."}}