{"id":"W4247044089","doi":"10.1016/j.mpaic.2014.01.005","title":"Anaesthesia for specialist surgery in infancy","year":2014,"lang":"en","type":"article","venue":"Anaesthesia & intensive care medicine","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Children's Hospital","funders":"","keywords":"Medicine; Congenital diaphragmatic hernia; Congenital lobar emphysema; Tracheoesophageal fistula; Gastroschisis; Pyloric stenosis; Hypertrophic Pyloric Stenosis; Surgery; Anesthesia; Inguinal hernia; Diaphragmatic hernia; Hernia; Fistula; Respiratory distress; Pregnancy","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001019103,0.0005124711,0.002565541,0.0006845614,0.0001040316,0.00002006018,0.0001857472,0.0002802503,0.000117584],"category_scores_gemma":[0.007792169,0.000390575,0.0008567924,0.0006530921,0.000451415,0.0001018756,0.00002776692,0.0003524004,0.00005402376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001650463,"about_ca_system_score_gemma":0.0001887352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004891002,"about_ca_topic_score_gemma":0.0001582583,"domain_scores_codex":[0.9967561,0.000219336,0.0009608077,0.0006985533,0.0006134633,0.0007517668],"domain_scores_gemma":[0.9949732,0.001385833,0.0002183761,0.0007530522,0.002230186,0.0004393767],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001310998,0.00007822026,0.7363828,0.000479409,0.0001431942,0.00163676,0.003165423,0.00000359385,0.000113692,0.02561491,0.03977167,0.1912993],"study_design_scores_gemma":[0.003218037,0.001182229,0.3490394,0.0009980774,0.0003223792,0.0003727918,0.007332304,0.00005890111,0.0001501527,0.0002104476,0.6366206,0.0004946534],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8773116,0.007108281,0.00114111,0.08336388,0.001107379,0.002469502,0.000009627168,0.0003117411,0.02717683],"genre_scores_gemma":[0.9584398,0.0008262546,0.0003296716,0.03768629,0.001450596,0.0001368683,0.0002052775,0.0001002392,0.0008249849],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.596849,"threshold_uncertainty_score":0.9998546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02332643166069784,"score_gpt":0.2905298883892112,"score_spread":0.2672034567285134,"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."}}