{"id":"W4401442800","doi":"10.1097/nna.0000000000001456","title":"Emerging Nurse Billing and Reimbursement Models","year":2024,"lang":"en","type":"article","venue":"JONA The Journal of Nursing Administration","topic":"Nursing Roles and Practices","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reimbursement; Current Procedural Terminology; Activity-based costing; Nursing; Health care; Psychological intervention; Medicine; Terminology; Nursing care; Primary nursing; Quarter (Canadian coin); Business; Nurse education","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":[0.04139107,0.001094603,0.0009209425,0.003517102,0.001463433,0.006899469,0.004722832,0.003049652,0.003782096],"category_scores_gemma":[0.083737,0.0006373221,0.001828425,0.003990623,0.002611163,0.007456993,0.002111348,0.004885139,0.0007358204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01262051,"about_ca_system_score_gemma":0.01208104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01136012,"about_ca_topic_score_gemma":0.01522119,"domain_scores_codex":[0.9728584,0.01682513,0.00176535,0.001317842,0.006255558,0.0009777502],"domain_scores_gemma":[0.928949,0.0417272,0.006459646,0.002126398,0.01906737,0.001670441],"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":[0.0001435059,0.0007963182,0.03745365,0.0007843194,0.0001400494,0.0001749391,0.001127702,0.03556481,0.0002358598,0.6982349,0.04158585,0.1837581],"study_design_scores_gemma":[0.0003225458,0.0007272855,0.03052972,0.004471743,0.0001847174,0.0006579519,0.004054609,0.3011767,0.0009350615,0.5088079,0.1478546,0.0002771961],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.09867176,0.01874333,0.4327072,0.30337,0.004191122,0.001963957,0.001524942,0.001091895,0.1377358],"genre_scores_gemma":[0.5663477,0.01487642,0.3917596,0.01495051,0.001538225,0.00179062,0.001444919,0.0001485629,0.007143468],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.04139107,"threshold_uncertainty_score":0.2188995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1072092976557377,"score_gpt":0.4859924551413849,"score_spread":0.3787831574856473,"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."}}