{"id":"W3155676822","doi":"10.1097/prs.0000000000007863","title":"Millennial Leaders: Ready or Not, Here They Come","year":2021,"lang":"en","type":"letter","venue":"Plastic & Reconstructive Surgery","topic":"Empathy and Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Champion; nobody; Power (physics); Compromise; Medicine; Public relations; Sociology; Media studies; Law; Social science; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003694704,0.0008511409,0.0008054413,0.0009103258,0.00413442,0.01247496,0.00154075,0.006228914,0.01548029],"category_scores_gemma":[0.0330337,0.0004185578,0.0006264914,0.0005910064,0.004687101,0.01200071,0.003429708,0.01580803,0.007096499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00222482,"about_ca_system_score_gemma":0.003321024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001930119,"about_ca_topic_score_gemma":0.004713707,"domain_scores_codex":[0.995607,0.001658012,0.0002925604,0.0005209398,0.001309213,0.0006122947],"domain_scores_gemma":[0.9835396,0.0052516,0.001565364,0.0006638584,0.004638022,0.004341498],"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":[0.00003236708,0.00001142693,0.0003675259,0.0002406395,0.00001227072,0.0001106068,0.001839541,0.000008238574,0.00009030506,0.009681004,0.9623557,0.02525037],"study_design_scores_gemma":[0.00000706062,0.00001625191,0.0003115365,0.0005473781,0.00001099402,0.0001747691,0.003199508,0.00001925854,0.00008080082,0.004503821,0.991111,0.00001754798],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0006368739,0.02670719,0.0006319009,0.5398422,0.4239945,0.00001750194,0.00005881362,0.0000975358,0.008013499],"genre_scores_gemma":[0.03898741,0.04411103,0.001800593,0.4987677,0.3567366,0.0001093881,0.000139191,0.0004426067,0.05890558],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01548029,"threshold_uncertainty_score":0.05178672,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07093160974958825,"score_gpt":0.2966126837687735,"score_spread":0.2256810740191852,"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."}}