{"id":"W4306412303","doi":"10.1016/j.jmir.2022.09.022","title":"Leading with kindness","year":2022,"lang":"en","type":"article","venue":"Journal of medical imaging and radiation sciences","topic":"Disaster Response and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Holland Bloorview Kids Rehabilitation Hospital","funders":"","keywords":"Kindness; Worry; Psychology; Health care; Racism; Visitor pattern; Pandemic; Psychoanalysis; Coronavirus disease 2019 (COVID-19); Criminology; Sociology; History; Public relations; Medicine; Law; Political science; Psychiatry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004059361,0.0004384673,0.0004323921,0.001377574,0.01994862,0.01109392,0.0007389442,0.003241956,0.0373913],"category_scores_gemma":[0.01604488,0.0002890007,0.000580306,0.0009859678,0.01939073,0.008875259,0.008851759,0.008447479,0.00728498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003578306,"about_ca_system_score_gemma":0.007708286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006127774,"about_ca_topic_score_gemma":0.01173028,"domain_scores_codex":[0.995528,0.001636951,0.0001268411,0.0004591598,0.0009887065,0.001260308],"domain_scores_gemma":[0.9907852,0.001828181,0.0007116091,0.001115394,0.001718488,0.00384111],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000354632,0.00006345024,0.003972457,0.00006733977,0.00002144964,0.0009189586,0.0563562,0.00009072901,0.0001861716,0.7201377,0.182433,0.03571708],"study_design_scores_gemma":[0.00001626404,0.00002549325,0.001357439,0.000232783,0.00001371639,0.001233695,0.04041751,0.00007004747,0.0001235176,0.2660342,0.6904442,0.00003113758],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02638234,0.002215987,0.003426871,0.1077899,0.004577142,0.00003637033,0.00005796125,0.0001209306,0.8553924],"genre_scores_gemma":[0.6651237,0.002007029,0.002343499,0.0602142,0.001484302,0.0000851451,0.00009415029,0.0002633602,0.2683846],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0373913,"threshold_uncertainty_score":0.1250864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05167469348578359,"score_gpt":0.4465849741174004,"score_spread":0.3949102806316169,"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."}}