{"id":"W1974905690","doi":"10.1016/j.nedt.2014.12.006","title":"Absent bystanders and cognitive dissonance: A comment on Timmins &amp; de Vries","year":2014,"lang":"en","type":"letter","venue":"Nurse Education Today","topic":"Clinical Reasoning and Diagnostic Skills","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Cognitive dissonance; Phenomenon; Bystander effect; Psychology; Compassion; Cognition; Social psychology; Psychoanalysis; Psychotherapist; Epistemology; Philosophy; Psychiatry; Theology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.000222854,0.0002653133,0.0004241392,0.0001002326,0.00008646594,0.00004476785,0.00006357924,0.00043902,0.0002968231],"category_scores_gemma":[0.01078141,0.0002249837,0.0001041082,0.00007350995,0.0001982675,0.00001766342,0.00001087106,0.0009217511,0.0003203061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001805105,"about_ca_system_score_gemma":0.0005791527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008641169,"about_ca_topic_score_gemma":0.000005793844,"domain_scores_codex":[0.9985337,0.0001095303,0.0002944278,0.0004206934,0.0003393325,0.0003023248],"domain_scores_gemma":[0.9922224,0.006906451,0.0001829305,0.0003226484,0.0001605476,0.0002050537],"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":[0.00007300544,0.0003906034,0.00189049,0.00008245121,0.00006084477,0.00001227389,0.0009240356,1.772696e-7,0.000001356844,0.0001635247,0.9790525,0.01734872],"study_design_scores_gemma":[0.0008704831,0.0002801931,0.01816852,0.007037433,0.0003856755,0.00004001258,0.0005573661,0.000004682372,0.00001428766,0.0004949423,0.9719088,0.0002375903],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.008264059,0.000438288,0.0001790342,0.9791684,0.001288791,0.0005314631,0.00003692513,0.00005263603,0.01004044],"genre_scores_gemma":[0.07336364,0.0002011999,0.0001915422,0.8986145,0.00310956,0.0001590854,0.00209263,0.00004901506,0.02221881],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.08055385,"threshold_uncertainty_score":0.9975512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02955624049346675,"score_gpt":0.3655150700068181,"score_spread":0.3359588295133513,"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."}}