{"id":"W4407179837","doi":"10.7748/ns.40.2.22.s8","title":"Gifts unwrapped – don’t allow a token of gratitude to become a career liability","year":2025,"lang":"en","type":"article","venue":"Nursing Standard","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Gratitude; Psychology; Security token; Liability; Social psychology; Business; Finance; Computer security; Computer science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00186838,0.0001786415,0.0005659868,0.0001512398,0.0003530297,0.00001347977,0.0002790311,0.0002391988,0.001224866],"category_scores_gemma":[0.003699742,0.0001530915,0.0001032496,0.000502519,0.0001920668,0.0001178153,0.00007936107,0.0006097807,0.00005121455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004960726,"about_ca_system_score_gemma":0.0008665521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005772757,"about_ca_topic_score_gemma":0.0006158301,"domain_scores_codex":[0.9971233,0.000637988,0.0007307224,0.0003971662,0.000568214,0.0005426237],"domain_scores_gemma":[0.9972756,0.001150398,0.0001537574,0.0006794545,0.0004908736,0.0002498994],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003681918,0.001128651,0.3206167,0.003166822,0.0002414626,0.00001255294,0.08456251,0.00003678992,0.002588769,0.04325676,0.49131,0.04939708],"study_design_scores_gemma":[0.001683049,0.000540864,0.06874423,0.003638609,0.0001590193,3.011908e-7,0.01162338,0.00003826955,0.0007897865,0.009599109,0.9029093,0.0002740237],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.833452,0.000367327,0.005885167,0.1056884,0.002413941,0.001840626,0.0001430498,0.0001770276,0.05003247],"genre_scores_gemma":[0.9901801,0.0000128318,0.003712537,0.003064396,0.000152852,0.00009313937,0.00001245294,0.00001582128,0.002755809],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4115993,"threshold_uncertainty_score":0.9996881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04910732582785202,"score_gpt":0.4622387991169162,"score_spread":0.4131314732890642,"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."}}