{"id":"W2122490208","doi":"10.1016/j.jceh.2014.05.001","title":"A Tribute to a Dear Colleague","year":2014,"lang":"en","type":"article","venue":"Journal of Clinical and Experimental Hepatology","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Tribute; Medicine; Psychoanalysis; Sadness; Brain function; Classics; Neuroscience; Psychology; Art history; History; Psychiatry","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":[0.0003185086,0.00006026976,0.0004071841,0.00005062744,0.00002689905,0.000004821218,0.0000349831,0.00007155107,0.00005826576],"category_scores_gemma":[0.00004761873,0.00004261131,0.0001265853,0.00004245682,0.0000665694,0.00004173375,0.00001306289,0.0001239287,0.00002277103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006912906,"about_ca_system_score_gemma":0.0000567608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009873953,"about_ca_topic_score_gemma":0.000002805573,"domain_scores_codex":[0.9990726,0.00009519726,0.0005351715,0.00009193801,0.0001081984,0.00009689442],"domain_scores_gemma":[0.9992881,0.0001634567,0.0001093447,0.00005467319,0.00005696344,0.0003274453],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01275354,0.001086853,0.9663892,0.00006010284,0.0004751164,0.0005206502,0.0006923284,8.559572e-7,0.004327917,0.0007904724,0.006589845,0.006313075],"study_design_scores_gemma":[0.05144095,0.03592132,0.67755,0.0005213991,0.001926445,0.007833285,0.001514714,0.0009450132,0.0998559,0.002249755,0.1196765,0.0005647442],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950608,0.0003210265,0.0002519148,0.003599738,0.000298339,0.0000759988,0.000002349706,0.000004675365,0.0003851499],"genre_scores_gemma":[0.996214,0.00009362436,0.000739394,0.002535817,0.0002965203,0.000001771815,0.000001835334,0.000004683102,0.0001123662],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2888393,"threshold_uncertainty_score":0.1737639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04152751155481561,"score_gpt":0.4114134671319014,"score_spread":0.3698859555770858,"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."}}