{"id":"W2330786905","doi":"10.7748/nr2013.03.20.4.6.e291","title":"How case-study research can help to explain implementation of the nurse practitioner role","year":2013,"lang":"en","type":"article","venue":"Nurse Researcher","topic":"Nursing Roles and Practices","field":"Health Professions","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Nursing; Nurse practitioners; MEDLINE; Psychology; Medicine; Political science; Health care","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00456275,0.0001368369,0.0001942343,0.0002672874,0.00155529,0.0001174461,0.0003953535,0.0001372579,0.004093577],"category_scores_gemma":[0.001055041,0.00009312147,0.00005125557,0.0009093662,0.0001184512,0.0004851132,0.0001086511,0.001513206,0.0004101514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003695001,"about_ca_system_score_gemma":0.0006643759,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0617406,"about_ca_topic_score_gemma":0.02296022,"domain_scores_codex":[0.9916551,0.005384929,0.000357207,0.000364249,0.001320759,0.0009177862],"domain_scores_gemma":[0.9959443,0.001456128,0.0001820195,0.0007992159,0.001318815,0.0002995834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002206152,0.001151997,0.3154061,0.0001586591,0.0001207238,0.000113621,0.1704834,0.000005371888,0.01115241,0.000994457,0.4236825,0.07651016],"study_design_scores_gemma":[0.000700357,0.0003742443,0.08876356,0.00009163351,0.00001607744,0.00002044084,0.8490196,0.00002160912,0.0006841679,0.0003792445,0.05982648,0.0001026028],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8955333,0.00004769682,0.000005513301,0.08905211,0.0003048955,0.004295951,0.00002939292,0.00002653585,0.01070465],"genre_scores_gemma":[0.9683663,0.000005239043,0.0001403176,0.0002204479,0.0003236988,0.001435794,0.000007526297,0.00004072304,0.0294599],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6785362,"threshold_uncertainty_score":0.9997445,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2126745948938843,"score_gpt":0.5699477210689867,"score_spread":0.3572731261751024,"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."}}