{"id":"W3047144587","doi":"10.1007/978-3-030-46812-5_13","title":"Faculty and Staff Development","year":2020,"lang":"en","type":"book-chapter","venue":"Comprehensive healthcare simulation","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Mentorship; Reputation; Scholarship; Quality (philosophy); Investment (military); Center (category theory); Engineering; Key (lock); Curriculum; Medical education; Engineering management; Public relations; Pedagogy; Engineering ethics; Business; Management; Political science; Sociology; Computer science; Medicine","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":[0.001427898,0.0005781336,0.0003017483,0.00104187,0.002559076,0.003891195,0.0007678073,0.001264368,0.1482988],"category_scores_gemma":[0.002818428,0.0003713088,0.0002383871,0.001003468,0.0008693327,0.001923316,0.002662652,0.001810681,0.06495183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003281645,"about_ca_system_score_gemma":0.008707832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007986355,"about_ca_topic_score_gemma":0.02545707,"domain_scores_codex":[0.998983,0.0002072516,0.00003302383,0.0001320948,0.0004731656,0.0001715074],"domain_scores_gemma":[0.9983832,0.0001691413,0.00004242541,0.0001290846,0.000714506,0.0005617638],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009695285,0.00004411599,0.0002606233,0.00006481521,0.000001332264,0.00003881959,0.000717181,0.0002051268,0.0003719098,0.0585578,0.696704,0.2430246],"study_design_scores_gemma":[0.000001135592,0.000006757684,0.0002981296,0.00004751772,6.641185e-7,0.00002929353,0.0001847528,0.00006386669,0.00009870437,0.002766057,0.9965012,0.000001894761],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000839215,0.002690798,0.002625295,0.005807064,0.001829669,0.00006608505,0.0001226959,0.0002308556,0.9857883],"genre_scores_gemma":[0.002846907,0.0007407533,0.0007183729,0.0005804411,0.0001092771,0.00002117406,0.00005393915,0.00004692007,0.9948823],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1482988,"threshold_uncertainty_score":0.4961088,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1578845705553053,"score_gpt":0.3951022625526754,"score_spread":0.2372176919973701,"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."}}