{"id":"W4283738675","doi":"10.7312/lowe20576-002","title":"ACKNOWLEDGMENTS","year":2022,"lang":"en","type":"book-chapter","venue":"Columbia University Press eBooks","topic":"Empathy and Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Birkbeck, University of London; Tel Aviv University; University of Toronto; York University; University of Pittsburgh; North Carolina State University; Ohio State University; University of Southern California; Emory University; Ohio State University Press","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.00404384,0.0007829757,0.001034696,0.001630794,0.001850953,0.002870008,0.001874702,0.001157143,0.2426056],"category_scores_gemma":[0.01674656,0.0002708296,0.0005001535,0.001478327,0.0007184161,0.001976649,0.003261192,0.003366,0.1918531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002482874,"about_ca_system_score_gemma":0.004364615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004150865,"about_ca_topic_score_gemma":0.006448288,"domain_scores_codex":[0.9955143,0.001002401,0.0001870995,0.0005254526,0.002536026,0.0002346335],"domain_scores_gemma":[0.9852304,0.001473901,0.0004533598,0.0006397114,0.009626475,0.002576248],"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":[0.00005855172,0.00001960532,0.0004553425,0.0001930097,0.000005658083,0.0001844522,0.0007564633,0.0001008288,0.0006894653,0.00895384,0.9510957,0.03748709],"study_design_scores_gemma":[0.000004344375,0.00000554425,0.0002703297,0.0001121311,0.000003109473,0.0001780055,0.0003213276,0.00004332495,0.0001344171,0.001018325,0.9979038,0.000005304536],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006252045,0.012104,0.02307647,0.1137623,0.08027884,0.001391529,0.02462894,0.003582801,0.7349231],"genre_scores_gemma":[0.02118311,0.005795525,0.01633029,0.02034853,0.00613991,0.000798381,0.01258252,0.002572821,0.9142488],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7573944,"threshold_uncertainty_score":0.8115965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03163762986876922,"score_gpt":0.2355648146178186,"score_spread":0.2039271847490493,"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."}}