{"id":"W4405644907","doi":"10.2147/rmhp.s504277","title":"Community Health Nursing in Saudi Arabia: Practices and Learning Needs","year":2024,"lang":"en","type":"article","venue":"Risk Management and Healthcare Policy","topic":"Nursing education and management","field":"Nursing","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Nursing; Community health; Traditional medicine; Public health","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001606807,0.0001974599,0.0002462877,0.001192914,0.0008658429,0.0003171481,0.0001110658,0.00006359957,0.0000065566],"category_scores_gemma":[0.0001225311,0.0002065501,0.00003144379,0.0008768315,0.0001012694,0.0002871001,0.00008691585,0.001064923,0.00001293054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005942133,"about_ca_system_score_gemma":0.00006367005,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04060251,"about_ca_topic_score_gemma":0.002823889,"domain_scores_codex":[0.9976209,0.001032453,0.000347865,0.0003050811,0.0001879082,0.0005057417],"domain_scores_gemma":[0.9991069,0.0001853945,0.0002367189,0.0002510643,0.00002163839,0.0001982603],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005836893,0.000140095,0.0127964,0.002425906,0.00003207541,0.000004144751,0.0349309,0.00001450897,0.000001209001,0.04676804,0.01342823,0.8894001],"study_design_scores_gemma":[0.0008937765,0.0006427366,0.3043469,0.003796339,0.0001023258,0.00002177258,0.06061434,0.002104644,0.000003998951,0.02389535,0.6031412,0.0004364989],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.468719,0.03572178,0.000197875,0.4649227,0.003280498,0.00150417,0.000009714094,0.0006306086,0.02501363],"genre_scores_gemma":[0.9813687,0.01020974,0.0008207789,0.003266691,0.0002820531,0.00003326204,0.0000219321,0.00003906315,0.003957761],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8889636,"threshold_uncertainty_score":0.9657862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04795217819199004,"score_gpt":0.4144991045604157,"score_spread":0.3665469263684257,"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."}}