{"id":"W4411522875","doi":"10.1002/jhm.70110","title":"Leadership &amp; professional development: Faculty awards: Intentional pursuit, collective recognition","year":2025,"lang":"en","type":"article","venue":"Journal of Hospital Medicine","topic":"Innovations in Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"","keywords":"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":[0.01164599,0.00043236,0.0004573549,0.001247602,0.004015815,0.00641293,0.001431589,0.00231897,0.06736468],"category_scores_gemma":[0.08888775,0.0002563195,0.0002390959,0.001603246,0.00300796,0.002906174,0.00793302,0.004034892,0.01294358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005087099,"about_ca_system_score_gemma":0.02268346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004117569,"about_ca_topic_score_gemma":0.01162533,"domain_scores_codex":[0.9825991,0.006680609,0.001005986,0.000744177,0.00625876,0.002711399],"domain_scores_gemma":[0.8805013,0.01709452,0.01167024,0.003783167,0.02106014,0.06589062],"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":[0.0002444485,0.000792025,0.02487068,0.0006309496,0.00004908334,0.0005749153,0.005162519,0.0001872792,0.0003489722,0.1423041,0.4784074,0.3464276],"study_design_scores_gemma":[0.0002145914,0.0003581689,0.05408834,0.001312458,0.00005253427,0.002649392,0.01252213,0.001039836,0.0004406523,0.05582806,0.8713941,0.00009963301],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.03507392,0.005611364,0.004689928,0.4562084,0.0182641,0.0009328428,0.0007802113,0.0002299288,0.4782092],"genre_scores_gemma":[0.7553733,0.007707103,0.009235184,0.01937074,0.01197844,0.0007998553,0.0006850268,0.0002592482,0.194591],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.06736468,"threshold_uncertainty_score":0.2253573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08440430498542757,"score_gpt":0.3842865569284776,"score_spread":0.29988225194305,"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."}}