{"id":"W4411809640","doi":"10.3928/01484834-20250312-02","title":"Using PEARLS to Guide Supportive Conversations With Nursing Students After Clinical Related Critical Incidents","year":2025,"lang":"en","type":"article","venue":"Journal of Nursing Education","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Royal University; Interior Health","funders":"","keywords":"Debriefing; Excellence; Critical thinking; Medical education; Psychology; Nursing; Clinical judgment; Medicine; Patient safety; Pedagogy; Health care","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":[0.0008491065,0.000142651,0.0003463409,0.000692075,0.0001487231,0.00006969842,0.0001229533,0.0001425389,0.0001178824],"category_scores_gemma":[0.001341343,0.0001326798,0.0001087002,0.0006874999,0.0001726113,0.0002870721,0.000008338413,0.00045307,0.00001333989],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002414855,"about_ca_system_score_gemma":0.005730425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002952891,"about_ca_topic_score_gemma":0.00000108362,"domain_scores_codex":[0.9973995,0.0002443938,0.001273628,0.0002320635,0.0006178837,0.0002325464],"domain_scores_gemma":[0.9956927,0.0004977531,0.0004142622,0.0002679487,0.002750152,0.0003772055],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008576825,0.003491046,0.9518026,0.00007388848,0.0001161465,0.00001241846,0.02261284,0.0001934184,0.0001029551,0.0002315741,0.01095268,0.009552727],"study_design_scores_gemma":[0.001101991,0.0004601453,0.9601501,0.01052117,0.00067542,0.0002878538,0.02517806,0.000241621,0.00009986735,0.0009493001,0.0002109742,0.0001235222],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9657338,0.0002133253,0.004766793,0.02239846,0.005578627,0.0004701013,0.000001962865,0.00001892212,0.0008180531],"genre_scores_gemma":[0.9801751,0.000005729868,0.01688424,0.00173902,0.0005228515,0.000009259055,0.00001045398,0.0000234369,0.0006298832],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02065944,"threshold_uncertainty_score":0.9999062,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09672574360079675,"score_gpt":0.5868261262517916,"score_spread":0.4901003826509949,"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."}}