{"id":"W4385235641","doi":"10.1212/wnl.0000000000207582","title":"Poets as Guides in Medicine, Research, and Life","year":2023,"lang":"en","type":"article","venue":"Neurology","topic":"Neurology and Historical Studies","field":"Neuroscience","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Heaven; Purgatory; Divine comedy; Art; Literature; Art history; Philosophy; Poetry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004143762,0.00008574281,0.0001945597,0.0003520469,0.0002427084,0.000004874612,0.0001987633,0.00009922362,0.00006818812],"category_scores_gemma":[0.004982491,0.00007193426,0.00001140751,0.0007782875,0.001107139,0.00003936885,0.0002529318,0.0005184634,0.000501338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005881216,"about_ca_system_score_gemma":0.00001931659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002454159,"about_ca_topic_score_gemma":0.000157149,"domain_scores_codex":[0.9982977,0.0004185275,0.0001730761,0.0004752357,0.0001965053,0.0004389429],"domain_scores_gemma":[0.9975324,0.00215922,0.00002482492,0.0001621804,0.00002244754,0.00009893203],"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":[0.002617719,0.0003356148,0.1109475,0.00007135738,0.00001302928,0.0114528,0.004546258,0.00003976174,0.1973371,0.3099257,0.3571614,0.005551778],"study_design_scores_gemma":[0.001139816,0.005492853,0.2264971,0.000005081104,0.000004310903,0.0001720144,0.00002829147,0.0001134257,0.0018209,0.1067026,0.657845,0.0001785875],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.908218,0.0001616018,3.990756e-7,0.05945875,0.0004776127,0.0001054688,8.396212e-7,0.0001048221,0.03147246],"genre_scores_gemma":[0.9825459,0.0008301719,0.000001069855,0.01571929,0.0001108393,0.00002595756,2.514285e-7,0.00001046345,0.0007560893],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3006836,"threshold_uncertainty_score":0.6443853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2320202695076258,"score_gpt":0.4102427857508865,"score_spread":0.1782225162432606,"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."}}