{"id":"W4402721275","doi":"10.32598/jnrcp.2408.1132","title":"Revolutionizing nursing: The impact of artificial intelligence on patient care and labor nursing pain management","year":2024,"lang":"en","type":"article","venue":"Journal of Nursing Reports in Clinical Practice","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Nursing; Pain management; Nursing management; Nursing care; Medicine; Psychology; Physical therapy","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.006160134,0.0001460891,0.000381039,0.0002819304,0.0001219424,0.00007250752,0.00007171343,0.0001468457,0.00001293802],"category_scores_gemma":[0.01057401,0.00009882984,0.0002432523,0.0005232482,0.0003514309,0.0002913037,0.000008152894,0.001102677,0.000002174829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001054654,"about_ca_system_score_gemma":0.0006198996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006324492,"about_ca_topic_score_gemma":0.00000147465,"domain_scores_codex":[0.9957526,0.0005788997,0.002596395,0.0002822356,0.0005492275,0.0002406222],"domain_scores_gemma":[0.9937278,0.004055721,0.001191425,0.0003172576,0.000552843,0.0001549341],"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":[0.0008760294,0.001359615,0.003084297,0.00009589332,0.00007586276,0.0007658303,0.01218811,0.0003252138,0.00002761049,0.000799318,0.001581801,0.9788204],"study_design_scores_gemma":[0.0002224335,0.03685296,0.09010407,0.1576709,0.003043579,0.02147837,0.4595909,0.02163954,0.002489133,0.2003223,0.005697919,0.000887917],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9450638,0.01469457,0.004935574,0.02300973,0.006196406,0.000669317,0.000001151282,0.00002392711,0.00540553],"genre_scores_gemma":[0.9916204,0.001124163,0.006239621,0.0002285459,0.0007524199,0.000002540799,0.000001618629,0.00001947831,0.00001124722],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9779325,"threshold_uncertainty_score":0.9977604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2552074125152213,"score_gpt":0.5779699670015762,"score_spread":0.3227625544863549,"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."}}