{"id":"W2730606256","doi":"10.1097/acm.0000000000001761","title":"Inspiration Repletion: A Missing Ingredient in Resident Wellness","year":2017,"lang":"en","type":"letter","venue":"Academic Medicine","topic":"Innovations in Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital","funders":"","keywords":"Burnout; Psychological resilience; Psychology; Medical education; Appreciative inquiry; Medicine; Social psychology; Pedagogy; Clinical psychology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.004245573,0.0005951775,0.0008320624,0.0005834489,0.00218567,0.00383313,0.00212311,0.01016645,0.005729356],"category_scores_gemma":[0.04493105,0.0004443581,0.0005734368,0.0003453004,0.003372036,0.004193666,0.001711228,0.01595799,0.002209401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001295785,"about_ca_system_score_gemma":0.002604465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001165134,"about_ca_topic_score_gemma":0.002633498,"domain_scores_codex":[0.9963534,0.00186113,0.0003450318,0.000402374,0.0007262214,0.0003118399],"domain_scores_gemma":[0.9799576,0.01309118,0.001236465,0.0004137401,0.003702149,0.001598911],"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":[0.00008497072,0.00005319782,0.0008656189,0.0007716417,0.00003675008,0.002762063,0.001720875,0.00004988293,0.0002320295,0.002116838,0.9609413,0.03036481],"study_design_scores_gemma":[0.00007225261,0.0001608987,0.001871068,0.002489709,0.00009536317,0.01168417,0.004571058,0.0007135812,0.001007911,0.006471021,0.9707597,0.0001031962],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0034136,0.01514492,0.001132519,0.7719175,0.2055428,0.00002926986,0.00004299298,0.0001193912,0.002657114],"genre_scores_gemma":[0.04620545,0.01788891,0.001778967,0.5656579,0.3576539,0.00007553632,0.00003979702,0.0002069882,0.01049253],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01016645,"threshold_uncertainty_score":0.02245301,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06042686653068112,"score_gpt":0.387554033788567,"score_spread":0.3271271672578859,"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."}}