{"id":"W3014397363","doi":"10.2147/jhl.s240488","title":"<p>Evaluating the Implementation of Ontario’s Organ and Tissue Donation Physician Leadership Model: Mapping a Way Forward</p>","year":2020,"lang":"en","type":"article","venue":"Journal of Healthcare Leadership","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Ottawa; Children's Hospital of Eastern Ontario; Royal College of Physicians and Surgeons of Canada; Ottawa Hospital","funders":"Royal College of Physicians and Surgeons of Canada","keywords":"Donation; Officer; Organ donation; Social network analysis; Process (computing); Opinion leadership; Medical education; Medicine; Transplantation; Public relations; Psychology; Family medicine; Political science; Social capital; Computer science; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009344967,0.0001844792,0.0004104509,0.0001932808,0.0001541966,0.00003430091,0.0001193245,0.0001118771,0.0000699396],"category_scores_gemma":[0.00009604154,0.0001462478,0.0001076673,0.0003367801,0.00007530016,0.0003162032,0.00001130779,0.0004959009,0.000004363282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003245304,"about_ca_system_score_gemma":0.0008871639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003266529,"about_ca_topic_score_gemma":0.003720724,"domain_scores_codex":[0.9975789,0.0002028449,0.0008766906,0.0002042095,0.0008393476,0.0002979666],"domain_scores_gemma":[0.9982148,0.0001363562,0.000768178,0.0001217331,0.0005378404,0.0002210886],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.001958037,0.0002115984,0.02811945,0.007011073,0.0005774614,0.00006698972,0.3798611,0.0007291809,0.2982596,0.006066645,0.001268665,0.2758702],"study_design_scores_gemma":[0.02844169,0.01321485,0.5589389,0.005148845,0.002299947,0.001036118,0.2285231,0.02616178,0.1249159,0.003298581,0.006563119,0.001457146],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7369279,0.001349527,0.004927461,0.2557614,0.0001561358,0.0006776935,0.00001403067,0.00003030029,0.0001555833],"genre_scores_gemma":[0.9886988,0.00007108932,0.002166013,0.008516025,0.0003636197,0.00000462978,0.00003777773,0.00003255076,0.0001095077],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5308195,"threshold_uncertainty_score":0.5963813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1940355569572768,"score_gpt":0.3713161393691258,"score_spread":0.1772805824118489,"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."}}