{"id":"W4295804380","doi":"10.1016/j.jmir.2022.08.011","title":"Investing in our human capital: Sharing the experience of implementing a retention strategy at a large academic hospital from a leadership lens","year":2022,"lang":"en","type":"review","venue":"Journal of medical imaging and radiation sciences","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; University of Waterloo; Sunnybrook Health Science Centre; Western University","funders":"","keywords":"Health care; Human resources; Focus group; Psychology; Public relations; Medical education; Nursing; Medicine; Political science; Business; Marketing","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":[0.008699336,0.0006676323,0.001195838,0.001241223,0.0007328744,0.004067983,0.001602308,0.002777987,0.00201878],"category_scores_gemma":[0.0151021,0.0002058486,0.0008381164,0.002625711,0.00129683,0.002700041,0.001936296,0.003099062,0.000309672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002465858,"about_ca_system_score_gemma":0.01021852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007516533,"about_ca_topic_score_gemma":0.02469436,"domain_scores_codex":[0.9970233,0.001534606,0.0002404459,0.0001744392,0.0006743581,0.0003528646],"domain_scores_gemma":[0.9904075,0.00653047,0.0009281404,0.0001444562,0.001113655,0.0008758325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001809279,0.0001695347,0.001482026,0.02664693,0.0004858306,0.0001742492,0.001526602,0.0002273156,0.0001631822,0.003826793,0.01859499,0.9465216],"study_design_scores_gemma":[0.000456685,0.001740001,0.0249714,0.2140561,0.00246115,0.002492482,0.01790732,0.0004389014,0.001069593,0.00703279,0.7270731,0.0003003488],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002035113,0.9919431,0.00007530674,0.004913715,0.0002548464,0.0000127814,0.00000970527,0.000002574782,0.0007528624],"genre_scores_gemma":[0.01917481,0.9778952,0.0003678403,0.002015612,0.0002629737,0.00002641,0.00002099647,0.0000026506,0.00023348],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008699336,"threshold_uncertainty_score":0.0460071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3549653340126967,"score_gpt":0.5095298110922334,"score_spread":0.1545644770795367,"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."}}