{"id":"W4282923585","doi":"10.1016/j.ijnurstu.2022.104284","title":"Cognitive and implicit biases in nurses' judgment and decision-making: A scoping review","year":2022,"lang":"en","type":"review","venue":"International Journal of Nursing Studies","topic":"Clinical Reasoning and Diagnostic Skills","field":"Medicine","cited_by":98,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Athabasca University","funders":"Athabasca University","keywords":"Psychology; Cognition; Cognitive bias; MEDLINE; Applied psychology; Clinical decision making; Clinical judgment; Cognitive psychology; Social psychology; Medicine; Psychiatry; Political science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03478739,0.001687982,0.004285167,0.0227248,0.00166048,0.006492497,0.002532623,0.004091093,0.0029225],"category_scores_gemma":[0.206793,0.001434317,0.004682049,0.02289881,0.00304601,0.006143095,0.003669755,0.002489223,0.0003796103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007886009,"about_ca_system_score_gemma":0.02984827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01191255,"about_ca_topic_score_gemma":0.02227578,"domain_scores_codex":[0.9616247,0.01836676,0.01133224,0.001465953,0.006525391,0.000685032],"domain_scores_gemma":[0.7100731,0.2562385,0.01643279,0.002486451,0.01415191,0.0006172331],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001322554,0.00006866615,0.001642651,0.7508506,0.002021641,0.0002063869,0.003329172,0.0003808274,0.0000982954,0.002557651,0.004378643,0.2343332],"study_design_scores_gemma":[0.0000232982,0.00003804859,0.00159727,0.9798121,0.002373917,0.0001769587,0.0009434309,0.0001064689,0.00006967242,0.0008818001,0.01395001,0.0000270184],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001032845,0.9965128,0.0003499996,0.0008257856,0.0002330419,0.0002660859,0.00007966514,0.000004925289,0.0006948004],"genre_scores_gemma":[0.01412214,0.9826879,0.0013177,0.0006171914,0.0001581701,0.0008281475,0.0001314623,0.000005113784,0.0001322792],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03478739,"threshold_uncertainty_score":0.1839755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2367333980269845,"score_gpt":0.5737490832863,"score_spread":0.3370156852593155,"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."}}