{"id":"W4410635504","doi":"10.1016/j.chest.2025.05.017","title":"To Make a Self","year":2025,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Empathy and Medical Education","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"Temerty Faculty of Medicine, University of Toronto; University of Toronto","keywords":"Resilience (materials science); Identity (music); Medical humanities; Humanities; Psychology; Psychological resilience; Sociology; Psychoanalysis; Medicine; Medical education; Social psychology; Philosophy; Aesthetics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.003668413,0.0006241921,0.0003974036,0.0009563116,0.007303155,0.007797211,0.0007954414,0.004423203,0.02237187],"category_scores_gemma":[0.01354499,0.0002667232,0.0006647184,0.0003052508,0.0151116,0.007285,0.007591587,0.01235484,0.01236263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001441684,"about_ca_system_score_gemma":0.00414855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005537315,"about_ca_topic_score_gemma":0.001173366,"domain_scores_codex":[0.9956807,0.002019673,0.0001183174,0.0003503485,0.001225575,0.0006053754],"domain_scores_gemma":[0.9934417,0.001261342,0.0005750248,0.0008400645,0.001408359,0.002473445],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003085197,0.0002049121,0.001923894,0.0001464025,0.000049543,0.0008967566,0.0432581,0.00007656425,0.001813851,0.4746373,0.4146417,0.06232019],"study_design_scores_gemma":[0.00001758794,0.00005653267,0.0008806302,0.0003421365,0.00001909601,0.002000611,0.02411957,0.00007028898,0.0005041511,0.10574,0.8662183,0.00003112101],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01625175,0.007017963,0.007972919,0.3326811,0.02715991,0.00008508288,0.00005450115,0.000248106,0.6085288],"genre_scores_gemma":[0.3687882,0.00475345,0.008006951,0.1880974,0.006285693,0.0001740426,0.0001259585,0.0003137619,0.4234545],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02237187,"threshold_uncertainty_score":0.07484132,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01707476920272578,"score_gpt":0.332071480302154,"score_spread":0.3149967110994282,"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."}}