{"id":"W4409085193","doi":"10.1111/medu.15701","title":"Cultivating collective grit: The power of collegiality in shaping resilient health care teams","year":2025,"lang":"en","type":"article","venue":"Medical Education","topic":"Grit, Self-Efficacy, and Motivation","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; University of Alberta","funders":"","keywords":"Collegiality; Power (physics); Grit; Psychology; Nursing; Sociology; Medicine; Pedagogy; Social psychology","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":[0.000946362,0.0000874585,0.0001830855,0.0001462608,0.0001574318,0.000009380424,0.0001711052,0.0001284355,0.0003201608],"category_scores_gemma":[0.002633775,0.00006813203,0.00003995858,0.0007739916,0.0001006362,0.00003098368,0.00003177378,0.0002989713,0.000005424968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005483166,"about_ca_system_score_gemma":0.00338516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002057358,"about_ca_topic_score_gemma":0.0004533043,"domain_scores_codex":[0.9983439,0.0004635495,0.0004427983,0.0002500781,0.0002962918,0.0002034163],"domain_scores_gemma":[0.999017,0.0003521889,0.000159509,0.0002406375,0.0001747264,0.00005593169],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0002419639,0.003468107,0.1097297,0.000222269,0.0000814397,0.000001116375,0.3660477,0.00001586287,0.000080096,0.02786027,0.3871455,0.105106],"study_design_scores_gemma":[0.001094416,0.0001029125,0.8875487,0.0004561673,0.000007650609,0.000001362659,0.08940545,0.00002888373,0.00007898428,0.0004648327,0.02072554,0.00008503937],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9247372,0.001251501,0.0004565276,0.02687762,0.002889111,0.0009969875,0.000004881307,0.00003033813,0.04275589],"genre_scores_gemma":[0.9942728,0.0000108368,0.0000898505,0.004044706,0.00009975309,0.0001110567,0.0000258049,0.000006354396,0.001338847],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7778191,"threshold_uncertainty_score":0.6005129,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01781081266569312,"score_gpt":0.3877476064017029,"score_spread":0.3699367937360097,"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."}}