{"id":"W7104546395","doi":"10.64483/20252246","title":"The Progress in Imaging Technologies and Implications for Nursing Practice: A Systematic Review","year":2025,"lang":"","type":"article","venue":"Saudi Journal of Medicine and Public Health","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Health and Long Term Care","funders":"","keywords":"Modalities; Accountability; Curriculum; Clinical Practice; Emerging technologies; Best practice; Medical imaging; Paradigm shift; Nursing practice","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01558471,0.001179235,0.004951309,0.013064,0.0009444652,0.003675789,0.001812703,0.002001282,0.003397673],"category_scores_gemma":[0.07994986,0.001007292,0.00564713,0.0141003,0.001222589,0.004007327,0.002010796,0.001569827,0.0003226533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005591057,"about_ca_system_score_gemma":0.02249566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008471894,"about_ca_topic_score_gemma":0.02429719,"domain_scores_codex":[0.9827946,0.005961689,0.005754869,0.001023704,0.004114137,0.0003510712],"domain_scores_gemma":[0.9133419,0.06685012,0.01092829,0.001002051,0.007274341,0.0006033398],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001214967,0.00002049454,0.001842234,0.9037253,0.003920046,0.0001476513,0.0005436813,0.000117353,0.00009377523,0.0004980553,0.002424585,0.08654539],"study_design_scores_gemma":[0.00005995237,0.00008184441,0.003367916,0.96271,0.01570049,0.0003608303,0.0005243598,0.00008068448,0.00008584234,0.0003658537,0.01663477,0.00002752786],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007022487,0.9980589,0.0001724739,0.0004012931,0.00009610106,0.0001529883,0.0001540255,0.000003815961,0.0002581179],"genre_scores_gemma":[0.01068541,0.9875793,0.0006884253,0.0004647201,0.00006440951,0.0003450933,0.0001136246,0.000003457301,0.00005555387],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01558471,"threshold_uncertainty_score":0.08242089,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1622837321077211,"score_gpt":0.5459893076742317,"score_spread":0.3837055755665106,"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."}}