{"id":"W1979103977","doi":"10.1001/archsurg.136.4.467","title":"The History of Surgery in Vermont","year":2001,"lang":"en","type":"article","venue":"Archives of Surgery","topic":"Medical History and Innovations","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Surgery; General surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003925148,0.0000596966,0.0002081799,0.000207652,0.00006953884,0.000002989086,0.00008790453,0.00001385107,0.0006430002],"category_scores_gemma":[0.0002621921,0.00004371247,0.0001254247,0.00004121783,0.0009523524,0.00007605723,0.00001804005,0.00008996609,0.000006143801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002369392,"about_ca_system_score_gemma":0.0001728337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002434537,"about_ca_topic_score_gemma":0.0002557637,"domain_scores_codex":[0.999146,0.00006780079,0.000441852,0.00007845267,0.0001276582,0.0001382192],"domain_scores_gemma":[0.9964098,0.003217736,0.0001515114,0.0001695311,0.00002420751,0.00002726039],"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":[0.0002587197,0.0004194844,0.04415392,0.0001640173,0.00006158026,0.00003610309,0.03685357,0.000003026777,0.0004980006,0.3604295,0.4117402,0.1453819],"study_design_scores_gemma":[0.0000388213,0.000005506752,0.01753178,0.00007704225,0.000003187377,8.566743e-7,0.000432087,0.00001915285,0.00001884332,0.002761752,0.979054,0.00005692537],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5842659,0.003990763,0.00001698333,0.0007524156,0.003008895,0.0000744978,0.00001099508,0.00002144236,0.407858],"genre_scores_gemma":[0.9790212,0.0006592554,0.000007748492,0.0001410213,0.0001412432,0.000008980492,0.00001156855,0.000007236079,0.02000174],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5673139,"threshold_uncertainty_score":0.7040402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.107288647774321,"score_gpt":0.2217977491787978,"score_spread":0.1145091014044768,"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."}}