{"id":"W4376850025","doi":"10.12927/cjnl.2023.27072","title":"Pathways for Healthcare Organizations to Strengthen Indigenous Nurse Retention","year":2023,"lang":"en","type":"article","venue":"Nursing leadership","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Athabasca University; First Nations Health and Social Secretariat of Manitoba","funders":"Athabasca University","keywords":"Nursing; Indigenous; Health care; Psychology; Medicine; Political science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007913455,0.0002317685,0.000323146,0.0003507812,0.002129742,0.00002260073,0.0002928431,0.0004039126,0.0001347052],"category_scores_gemma":[0.000853975,0.0002474249,0.00006840315,0.002120184,0.0000629514,0.0001183422,0.00002029006,0.0005015926,0.002092905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009403732,"about_ca_system_score_gemma":0.0006363509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002114888,"about_ca_topic_score_gemma":0.0003182729,"domain_scores_codex":[0.9964404,0.0004141485,0.0006293627,0.0005029703,0.0003572562,0.001655846],"domain_scores_gemma":[0.9976712,0.0005690799,0.0001955379,0.0004815226,0.0005844937,0.0004981342],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004200242,0.000261345,0.02706219,0.002793044,0.00004204389,0.00001304786,0.5679102,0.0004427748,0.0005836854,0.03681494,0.2753885,0.08826815],"study_design_scores_gemma":[0.002780234,0.001336284,0.04539352,0.011547,0.0001253041,0.000009020802,0.8521202,0.001230091,0.0001935576,0.01642299,0.06767578,0.001165975],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7915725,0.0007029298,0.002519357,0.1756244,0.008370965,0.01032899,0.0004914941,0.004077933,0.0063115],"genre_scores_gemma":[0.9828888,0.00001827662,0.002049792,0.004769528,0.001035601,0.000485996,0.000727602,0.000137739,0.007886726],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2842101,"threshold_uncertainty_score":0.9999978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.358570114773535,"score_gpt":0.4428405142197032,"score_spread":0.08427039944616821,"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."}}