{"id":"W2611306805","doi":"10.25011/cim.v30i4.2803","title":"43. \"Consider whether I show a man's wisdom\": The enigmatic Dr. James Barry","year":2007,"lang":"en","type":"article","venue":"Clinical and investigative medicine","topic":"Health Services Management and Policy","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scrutiny; Face (sociological concept); Law; History; Section (typography); Psychoanalysis; Medicine; Psychology; Classics; Sociology; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008095463,0.0002440614,0.0006080313,0.00009385703,0.0007612586,0.00000692937,0.0002593969,0.000275671,0.001438677],"category_scores_gemma":[0.003199619,0.0001265516,0.00006594265,0.0003304644,0.006528661,0.0001373272,0.0002071792,0.001456394,0.0003875172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002586759,"about_ca_system_score_gemma":0.0001829083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001080715,"about_ca_topic_score_gemma":0.001141632,"domain_scores_codex":[0.9958844,0.001273858,0.00144973,0.0003720112,0.0003453777,0.0006746172],"domain_scores_gemma":[0.9938885,0.004399518,0.0004132541,0.0004386572,0.0001746344,0.0006854117],"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":[0.00008840994,0.00006917606,0.2961313,0.001039377,0.0001322564,0.0000214921,0.0325478,2.634687e-7,0.00004245342,0.07530624,0.5840313,0.01058998],"study_design_scores_gemma":[0.001746505,0.0003072385,0.280494,0.0009008851,0.00009007434,0.000001266958,0.01324849,0.0001099437,0.000004417393,0.09363617,0.6092974,0.0001636344],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3853062,0.001217802,0.0001598061,0.5521364,0.001499231,0.001239618,0.000003864552,0.00009932597,0.05833776],"genre_scores_gemma":[0.644208,0.000588913,0.0003586923,0.3301631,0.00439463,0.00007126035,0.00001581016,0.00003498112,0.02016461],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2589018,"threshold_uncertainty_score":0.9994742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3734969664245987,"score_gpt":0.5196622212745802,"score_spread":0.1461652548499814,"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."}}