{"id":"W2006060473","doi":"10.3329/cardio.v4i2.10463","title":"War and the Development of Cardiac Surgery","year":2012,"lang":"en","type":"article","venue":"Cardiovascular Journal","topic":"History of Medical Practice","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal College of Physicians and Surgeons of Canada","funders":"","keywords":"Medicine; Cardiac surgery; Surgery; General surgery","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":[0.01088997,0.00008692388,0.0006120006,0.00006749017,0.0001739305,0.000005148681,0.00005430376,0.00005895863,0.00005234497],"category_scores_gemma":[0.001660029,0.00005185701,0.0008073152,0.00007896769,0.0002592815,0.000123537,0.00003197324,0.0004317639,0.00002241589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007386946,"about_ca_system_score_gemma":0.0002578892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002033228,"about_ca_topic_score_gemma":5.940186e-8,"domain_scores_codex":[0.9981613,0.000457348,0.0003392705,0.00007577196,0.0007472176,0.0002190606],"domain_scores_gemma":[0.9987871,0.0004267039,0.0001049169,0.0002617344,0.0001125525,0.0003069754],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005048137,0.0001477907,0.02147073,0.0002895615,0.01294657,0.00007209557,0.01158525,0.000002989402,0.0004632874,0.00006647849,0.03211387,0.9203365],"study_design_scores_gemma":[0.0008584465,0.000007325774,0.02911577,0.0000813501,0.001210335,0.001826964,0.0006486924,0.00000209019,0.0006076094,0.000007542128,0.9655545,0.00007942203],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5745761,0.4110371,0.003754783,0.001153918,0.002160991,0.0002933804,7.760277e-7,0.00001956728,0.007003359],"genre_scores_gemma":[0.9917851,0.002736946,0.00392684,0.000187269,0.001209426,0.000005883285,0.000001302023,0.00001921023,0.0001280334],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9334406,"threshold_uncertainty_score":0.3774268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02800566701909062,"score_gpt":0.2523247475141034,"score_spread":0.2243190804950128,"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."}}