{"id":"W7115895996","doi":"10.28984/cnpj.v5i1.471","title":"Nurse Practitioners and COVID-19: Early Challenges and Future Strategies","year":2025,"lang":"","type":"article","venue":"Canadian Nurse Practitioner Journal","topic":"Nursing Roles and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Exploratory research; Qualitative research; Qualitative property; Health care; Pandemic; Nurse practitioners; Computer-assisted web interviewing; Multiple Chronic Conditions; Chronic disease","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":[0.02901954,0.0008083486,0.001000269,0.001312596,0.01175335,0.01356948,0.004188504,0.01194313,0.00849425],"category_scores_gemma":[0.0326625,0.0009183742,0.001023325,0.001808475,0.006095011,0.0168431,0.01757382,0.01303889,0.001348947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01286738,"about_ca_system_score_gemma":0.06885953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02144417,"about_ca_topic_score_gemma":0.05479586,"domain_scores_codex":[0.9751795,0.01465084,0.001396449,0.00135158,0.002782417,0.004639283],"domain_scores_gemma":[0.9486642,0.02140079,0.002822811,0.0008138918,0.006854921,0.01944331],"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":[0.0003885397,0.001722144,0.05916648,0.01474445,0.0001383938,0.007869296,0.1669272,0.0008316603,0.001250267,0.05946926,0.2210705,0.4664218],"study_design_scores_gemma":[0.00004091407,0.0003766081,0.01452522,0.0202386,0.00004238551,0.002628191,0.6468669,0.0006400244,0.0002362413,0.01391458,0.3003568,0.0001336001],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02765063,0.07906848,0.002547343,0.8677861,0.00618151,0.0004483964,0.0001414654,0.00008211598,0.0160939],"genre_scores_gemma":[0.5839906,0.1641218,0.04087023,0.1901563,0.005030349,0.002577261,0.0006434261,0.00009237133,0.01251764],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02901954,"threshold_uncertainty_score":0.1534718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03908488758233226,"score_gpt":0.3866349949297072,"score_spread":0.3475501073473749,"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."}}