{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008808655,0.0001384788,0.0001573876,0.0006252766,0.001055272,0.0009477788,0.00029418,0.0005268184,0.001392059],"category_scores_gemma":[0.003369178,0.0001248795,0.00009164673,0.0004772184,0.0004616195,0.0006849454,0.0008651188,0.00032745,0.0001612846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001268194,"about_ca_system_score_gemma":0.002604233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02067071,"about_ca_topic_score_gemma":0.0378412,"domain_scores_codex":[0.9992362,0.0002483291,0.00007107992,0.00004988988,0.0001989236,0.0001955698],"domain_scores_gemma":[0.9973322,0.0005668889,0.0007526703,0.00004720948,0.000684033,0.0006170478],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000112296,0.00037223,0.8154742,0.0005324191,0.0000248761,0.0009213854,0.1020076,0.00008122584,0.001679573,0.0003189069,0.001034793,0.07744053],"study_design_scores_gemma":[0.000008806845,0.0003224325,0.7215408,0.0003978114,0.00001302341,0.001485746,0.2692212,0.00021493,0.0002205883,0.0002095485,0.006341833,0.00002333067],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984258,0.0004166716,0.00002103896,0.0004495406,0.000005390046,0.000008426944,0.00002436086,0.000001018161,0.0006478596],"genre_scores_gemma":[0.9990143,0.0004607607,0.0000959476,0.0001473426,0.000005249682,0.000009679336,0.00002882112,5.58835e-7,0.0002373515],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02067071,"threshold_uncertainty_score":0.0411008,"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."}}