{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03801462,0.0005454339,0.0004511751,0.001016364,0.003488475,0.002689077,0.002019182,0.0008227218,0.001800122],"category_scores_gemma":[0.05669144,0.0005036871,0.0007873943,0.001900238,0.002298679,0.002036194,0.00283805,0.001555311,0.0002117238],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09732241,"about_ca_system_score_gemma":0.1906953,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8063394,"about_ca_topic_score_gemma":0.8717788,"domain_scores_codex":[0.9679182,0.01655736,0.001512109,0.0008525981,0.009309212,0.003850523],"domain_scores_gemma":[0.9334733,0.01470111,0.01221051,0.002227742,0.03029498,0.007092478],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.002855153,0.009197326,0.5903509,0.003787571,0.0003849424,0.0003147539,0.05301026,0.003207566,0.002297464,0.002559645,0.01040368,0.3216307],"study_design_scores_gemma":[0.0009390085,0.01275802,0.8893082,0.00112123,0.0002622516,0.00004789493,0.07152783,0.005219533,0.002188438,0.0004230183,0.01609822,0.0001065087],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9776046,0.0004810203,0.001257479,0.003907703,0.0000454506,0.007288089,0.0006306714,0.00004897407,0.008736029],"genre_scores_gemma":[0.9805292,0.0005955505,0.008184787,0.0009655589,0.00002937217,0.006962385,0.0005399296,0.00001620963,0.002176949],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9026776,"threshold_uncertainty_score":0.7061268,"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."}}