{"id":"W4417247232","doi":"10.1111/nin.12470","title":" ","year":2025,"lang":"en","type":"article","venue":"Nursing Inquiry","topic":"Educational Robotics and Engineering","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Notice; MEDLINE; Error analysis","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":[],"consensus_categories":[],"category_scores_codex":[0.0001914734,0.0001096915,0.000109479,0.0002243253,0.000195343,0.000207908,0.0007932544,0.00004756345,4.541141e-7],"category_scores_gemma":[0.00006653428,0.0001180868,0.00004575199,0.0007682862,0.00007127449,0.0004766627,0.00006968699,0.0001254942,0.000002720374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001589296,"about_ca_system_score_gemma":0.0001366401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004573457,"about_ca_topic_score_gemma":3.759771e-7,"domain_scores_codex":[0.9990132,0.00001935359,0.0001861263,0.0003089149,0.0001667362,0.0003056328],"domain_scores_gemma":[0.9991853,0.0001171389,0.00002597328,0.0005180166,0.00008113476,0.00007247826],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000001538854,0.000100994,0.0006727036,0.0000115949,0.000009576717,0.000001854375,0.004414533,0.03116378,0.001327075,0.9153857,0.002053434,0.04485723],"study_design_scores_gemma":[0.0006911994,0.00007111499,0.2205928,0.0012077,0.00001887544,0.00002894173,0.001269237,0.5355784,0.005821759,0.2306787,0.00347481,0.0005663689],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04735761,0.0002789014,0.9254156,0.01946559,0.005341099,0.00005539172,6.073451e-8,0.0002429553,0.00184278],"genre_scores_gemma":[0.8564394,0.000004714591,0.142228,0.00106873,0.0001388438,0.000008991499,8.449751e-7,0.000003986971,0.0001065471],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8090818,"threshold_uncertainty_score":0.4815441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03184319776462624,"score_gpt":0.3193429996151567,"score_spread":0.2874998018505304,"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."}}