{"id":"W7103653037","doi":"10.5281/zenodo.17502004","title":"Role of nursing interventions in preventing postoperative complications","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Enhanced Recovery After Surgery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nursing Interventions Classification; Psychological intervention; Abdominal surgery; Nursing care; Pathological; MEDLINE","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":[0.003845862,0.0002931483,0.0002783705,0.001554299,0.0005594738,0.0011658,0.0005861773,0.0004691516,0.00352847],"category_scores_gemma":[0.01956946,0.0001243985,0.0002480699,0.0006640197,0.0003889837,0.0006479084,0.0009864559,0.0006124851,0.0005571465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005423941,"about_ca_system_score_gemma":0.002668529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001209463,"about_ca_topic_score_gemma":0.001828396,"domain_scores_codex":[0.9957871,0.002826126,0.0003395194,0.0001021557,0.0006316922,0.0003134657],"domain_scores_gemma":[0.9864762,0.007259203,0.002470663,0.0002070472,0.001857056,0.001729725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002632349,0.0006368708,0.1407667,0.002240669,0.00006207904,0.000628354,0.00167566,0.0002938597,0.0005409209,0.000656742,0.01248326,0.8397517],"study_design_scores_gemma":[0.0001139138,0.002533915,0.8948318,0.01480473,0.0001638635,0.0044152,0.01076869,0.001428006,0.001216992,0.001614726,0.06802674,0.00008139109],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6225474,0.212244,0.01044822,0.04227248,0.003470799,0.001563696,0.0006560559,0.0004071689,0.1063902],"genre_scores_gemma":[0.9221325,0.06071827,0.009529526,0.002364194,0.0008325831,0.0005688064,0.0001851662,0.00003419229,0.003634729],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003845862,"threshold_uncertainty_score":0.02033907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04633974841488014,"score_gpt":0.3250108435256099,"score_spread":0.2786710951107297,"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."}}