{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004646376,0.0001802278,0.0004473492,0.00029627,0.000473878,0.000006302495,0.0002724966,0.000250575,0.0118346],"category_scores_gemma":[0.0005712836,0.0001794614,0.0001164384,0.0005932078,0.0003639891,0.0001349722,0.0002590908,0.0009492973,0.00002424129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002277154,"about_ca_system_score_gemma":0.001807206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00255348,"about_ca_topic_score_gemma":0.0003263566,"domain_scores_codex":[0.9979327,0.0001055031,0.0002256918,0.0004056417,0.001034094,0.0002963458],"domain_scores_gemma":[0.9979352,0.000127528,0.0001692651,0.0003303201,0.00009458506,0.001343051],"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":[0.002843213,0.001457319,0.02806154,0.000872094,0.0006860622,0.001886627,0.3569631,0.00001436682,0.004180941,0.002230529,0.5407895,0.06001467],"study_design_scores_gemma":[0.022043,0.003857634,0.2015636,0.002108622,0.001071427,0.002360568,0.05125077,0.0005297795,0.001006578,0.002039917,0.7110745,0.001093642],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9403429,0.00433539,0.00006953379,0.04584102,0.0004434462,0.0003075558,0.0000171478,0.00006657369,0.008576446],"genre_scores_gemma":[0.9749675,0.002804584,0.0007077199,0.004167174,0.0004805849,6.709114e-7,0.0003086673,0.00002516389,0.01653798],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3057123,"threshold_uncertainty_score":0.9890687,"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."}}