{"id":"W4413879464","doi":"10.1093/shm/hkaf067","title":"Dan Healey <i>The Gulag Doctors: Life, Death, and Medicine in Stalin’s Labour Camps</i>","year":2025,"lang":"en","type":"article","venue":"Social History of Medicine","topic":"History of Science and Medicine","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Thompson Rivers University","funders":"","keywords":"Gulag; Medicine; History; Art; Political science; Law","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00127875,0.0001939321,0.0005900371,0.0003297676,0.0003669976,0.000003331176,0.0002848691,0.0000757625,0.0009601343],"category_scores_gemma":[0.0003989712,0.0001268224,0.00004123007,0.000133738,0.006469595,0.000113577,0.00004074401,0.0002934638,0.000003875703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004654535,"about_ca_system_score_gemma":0.0004039799,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007889583,"about_ca_topic_score_gemma":0.005542096,"domain_scores_codex":[0.9982583,0.0001182642,0.0005813776,0.0002772848,0.0004757986,0.0002889859],"domain_scores_gemma":[0.9991372,0.0001851754,0.0001952519,0.0002049976,0.0001517789,0.00012566],"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":[0.00005914607,0.00005120019,0.0006216045,0.0001890098,0.00002385803,0.00001062949,0.2228999,1.948544e-7,0.0006885513,0.2693635,0.5028772,0.003215248],"study_design_scores_gemma":[0.001781155,0.0002305552,0.00265991,0.0003733505,0.00006670008,0.000001349973,0.02673689,0.000002949545,0.000003800826,0.002604893,0.9654287,0.0001097481],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2928053,0.061326,0.00001725405,0.1710777,0.01124507,0.0007519061,0.00001815626,0.0001152751,0.4626433],"genre_scores_gemma":[0.8916456,0.0005147498,0.000006899199,0.01326305,0.002549816,0.00001932222,0.00001142664,0.000014766,0.09197433],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5988404,"threshold_uncertainty_score":0.9999532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03974552483778708,"score_gpt":0.2763740462532968,"score_spread":0.2366285214155097,"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."}}