{"id":"W6908036047","doi":"10.25446/oxford.20258307.v1","title":"Literature and Medicine, Rutgers Robert Wood Johnson Medical School, New Brunswick","year":2022,"lang":"en","type":"article","venue":"INDIGO (University of Illinois at Chicago)","topic":"Empathy and Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Introspection; Narrative; Syllabus; Interpersonal communication; Work (physics); Information professional","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001243293,0.001471801,0.0008682131,0.003933492,0.001847193,0.004616125,0.001505784,0.001662322,0.4608564],"category_scores_gemma":[0.003107136,0.000669177,0.0004817466,0.00279414,0.001257647,0.00212578,0.002161239,0.003590937,0.2379881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003786263,"about_ca_system_score_gemma":0.009334374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0212527,"about_ca_topic_score_gemma":0.09800821,"domain_scores_codex":[0.9989585,0.0001127632,0.00008371704,0.0002780665,0.0003877055,0.0001792864],"domain_scores_gemma":[0.9972023,0.0003969339,0.0001679531,0.0001899111,0.0007786386,0.001264305],"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":[0.0001306642,0.0001295887,0.001641352,0.0005891954,0.00001374293,0.001645703,0.0002985078,0.0002180676,0.001319908,0.00658058,0.6138012,0.3736314],"study_design_scores_gemma":[0.00001780076,0.00003026244,0.003694037,0.00100304,0.000005982283,0.0007747177,0.000315603,0.00007735011,0.0003413837,0.001867034,0.9918493,0.00002366928],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004698619,0.08084801,0.001666924,0.03263212,0.005000726,0.0004694061,0.008048249,0.001031953,0.865604],"genre_scores_gemma":[0.006527591,0.05889808,0.003667814,0.002419691,0.0005826779,0.0001487282,0.002949472,0.0004164505,0.9243895],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4608564,"threshold_uncertainty_score":0.7690229,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01038330553702508,"score_gpt":0.234459762279612,"score_spread":0.224076456742587,"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."}}