{"id":"W29342302","doi":"","title":"An early 19th-century Canadian surgical practice: the casebook of John Mackieson of Charlottetown, 1795-1885.","year":2002,"lang":"en","type":"article","venue":"PubMed","topic":"History of Medical Practice","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Prince County Hospital","funders":"","keywords":"Casebook; Medicine; Late 19th century; Surgical procedures; Surgery; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001499706,0.0001759456,0.0004118102,0.0001883829,0.0001128851,0.00001390045,0.0002882514,0.0001880042,0.002253797],"category_scores_gemma":[0.002916643,0.0001313256,0.0001155756,0.0002666382,0.0004644768,0.0003203615,0.00002609225,0.000643251,0.00009223713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002434009,"about_ca_system_score_gemma":0.0002103888,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03062991,"about_ca_topic_score_gemma":0.003374086,"domain_scores_codex":[0.9974331,0.0003561336,0.0004998501,0.0002936312,0.0008375135,0.0005798076],"domain_scores_gemma":[0.9969747,0.0007278538,0.0003262976,0.000706623,0.0002513436,0.001013173],"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":[0.00158535,0.002371261,0.01043342,0.0004109114,0.0006158124,0.004721092,0.008702995,0.000003688293,0.0002657865,0.001529405,0.1595481,0.8098122],"study_design_scores_gemma":[0.001539701,0.000208458,0.06066449,0.000027393,0.0002929296,0.0005083844,0.0005160382,0.0000778721,0.0001477128,0.000004380856,0.9358691,0.0001435638],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6702084,0.008049107,0.000004350139,0.03697468,0.0009778278,0.002470975,0.0000657265,0.00008502595,0.2811639],"genre_scores_gemma":[0.9937584,0.0004297546,0.00009297207,0.001652887,0.0003440701,0.0001792524,0.000009448893,0.00003477486,0.0034984],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8096687,"threshold_uncertainty_score":0.9986583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02955575666910269,"score_gpt":0.2551077107009577,"score_spread":0.225551954031855,"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."}}