{"id":"W4391066665","doi":"10.34172/ijhpm.2023.8194","title":"Development of a Taxonomy of Policy Interventions for Integrating Nurse Practitioners into Health Systems","year":2024,"lang":"en","type":"article","venue":"International Journal of Health Policy and Management","topic":"Nursing Roles and Practices","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"US-UK Fulbright Commission","keywords":"Psychological intervention; Health care; Mentorship; Workforce; Nursing; Incentive; Health policy; Psychology; Public relations; Medicine; Knowledge management; Medical education; Political science; Public health; Economics; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.003354506,0.0001156061,0.0003814712,0.001109522,0.0002795663,0.00003358622,0.0002096026,0.00004646104,0.00001743689],"category_scores_gemma":[0.0002903248,0.0000967179,0.0001274068,0.0002152058,0.0000450078,0.0003016873,0.00006628294,0.0002644662,0.00000247999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008931365,"about_ca_system_score_gemma":0.002307309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002419973,"about_ca_topic_score_gemma":0.0002336774,"domain_scores_codex":[0.996958,0.0003139983,0.001989239,0.0001349243,0.000349309,0.0002545536],"domain_scores_gemma":[0.996718,0.0005088693,0.002141113,0.00008976472,0.0004163983,0.0001258553],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002111995,0.0002539839,0.00009998913,0.01619773,0.0008500959,0.000004560181,0.02114729,0.00007381639,0.00002766807,0.5395669,0.02375427,0.3978125],"study_design_scores_gemma":[0.0007559759,0.0003167035,0.0004433832,0.01556978,0.00003154774,0.00002252592,0.02801435,0.0002648426,0.000008207317,0.002045866,0.952451,0.00007585782],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01272601,0.02535599,0.4800896,0.4481744,0.01203188,0.005471295,0.000226839,0.00007925103,0.01584469],"genre_scores_gemma":[0.8400997,0.006217651,0.1436436,0.004235236,0.002404074,0.0003901272,0.00005896572,0.00005188311,0.002898752],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9286967,"threshold_uncertainty_score":0.4093066,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1437834655871129,"score_gpt":0.5519798470957978,"score_spread":0.4081963815086849,"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."}}