{"id":"W4392101818","doi":"10.1080/07370016.2024.2314077","title":"Developing and Retaining Homecare Nurses Through Employer-Based Tuition Assistance Programs: A Mixed Methods Study","year":2024,"lang":"en","type":"article","venue":"Journal of Community Health Nursing","topic":"Nursing education and management","field":"Nursing","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; Public Health Ontario; University of Toronto","funders":"Mitacs","keywords":"Staffing; Thematic analysis; Coaching; Qualitative property; Qualitative research; Multimethodology; Nursing; Psychosocial; Psychology; Medical education; Medicine; Computer science; Pedagogy; Sociology","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.004522739,0.0002445574,0.000534503,0.0004545721,0.001093851,0.0004463955,0.0002928369,0.00007490606,0.000005899687],"category_scores_gemma":[0.0002749387,0.0002341836,0.0001111757,0.00074487,0.0001585484,0.0005456548,0.00003003901,0.001247526,0.000001243103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001621618,"about_ca_system_score_gemma":0.0004795065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002558506,"about_ca_topic_score_gemma":0.0001504826,"domain_scores_codex":[0.9943435,0.003670465,0.0009350196,0.0001749742,0.0004399886,0.0004360754],"domain_scores_gemma":[0.9978589,0.000718415,0.0005525696,0.0003837112,0.0003021715,0.0001841647],"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":[0.0001883561,0.0009165645,0.000744062,0.0006986401,0.00006439915,0.000006797805,0.08133609,0.000021541,0.0000457368,0.0005235532,0.007135157,0.9083191],"study_design_scores_gemma":[0.003746358,0.01003353,0.09632508,0.0474925,0.0006944204,0.0004046253,0.6602805,0.001173161,0.001166956,0.02768094,0.1499178,0.001084123],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8296157,0.0111322,0.08451691,0.05411803,0.01870594,0.001088622,0.000003320582,0.0003004331,0.0005188035],"genre_scores_gemma":[0.9108698,0.00004472641,0.08751065,0.001274729,0.0001930149,0.0000129392,0.0000121229,0.00005138023,0.00003063727],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.907235,"threshold_uncertainty_score":0.954973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1393619574317135,"score_gpt":0.5043532198159835,"score_spread":0.36499126238427,"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."}}