{"id":"W4400123320","doi":"10.1016/b978-0-443-23994-6.00011-9","title":"Battey's surgery embraced","year":2024,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"History of Medical Practice","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"General surgery; Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00074888,0.0006563143,0.0003261372,0.001219513,0.003384974,0.004367356,0.0005848634,0.005749391,0.05904137],"category_scores_gemma":[0.001562241,0.0004504186,0.0003417308,0.0009317483,0.005235394,0.002549008,0.00345299,0.007946816,0.0188446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003795694,"about_ca_system_score_gemma":0.004573632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01226315,"about_ca_topic_score_gemma":0.03840443,"domain_scores_codex":[0.9994585,0.000125809,0.00002130373,0.00008392126,0.0002046418,0.0001057372],"domain_scores_gemma":[0.9995707,0.0001424039,0.00002351528,0.00002549849,0.00009368636,0.0001442554],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002427855,0.0000272042,0.0001309303,0.0001206939,0.000003709772,0.0002674843,0.001145448,0.0002227333,0.0002624995,0.4633421,0.4492838,0.08516894],"study_design_scores_gemma":[0.000002496255,0.000006564313,0.00006410327,0.000080835,7.214153e-7,0.0001154349,0.00009673557,0.0000266253,0.00002785594,0.008994032,0.9905814,0.000003148568],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001363643,0.03163425,0.001645113,0.03935665,0.0154018,0.00002933432,0.00006281325,0.00006963165,0.9104367],"genre_scores_gemma":[0.008390056,0.009596463,0.0006697181,0.005680004,0.002748054,0.00002207401,0.00001577268,0.00005077107,0.9728271],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9966151,"threshold_uncertainty_score":0.1975131,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02901413224036613,"score_gpt":0.2744662996731005,"score_spread":0.2454521674327344,"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."}}