{"id":"W4387643840","doi":"10.4103/ija.ija_958_23","title":"KOP’S AWARDS- PAEDIATRIC, NEONATAL ANAESTHESIA AND INTENSIVE CARE","year":2023,"lang":"en","type":"article","venue":"Indian Journal of Anaesthesia","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Intensive care medicine; Anesthesia; Intensive care","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":[0.0005949642,0.0002901957,0.001101904,0.0007996082,0.0001178164,0.00006182738,0.000182865,0.0002069377,0.00003654932],"category_scores_gemma":[0.0005016062,0.000223982,0.0006994224,0.0007120748,0.0001824198,0.0001936721,0.000038583,0.0004944129,0.00009710959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009580924,"about_ca_system_score_gemma":0.0003443778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000212133,"about_ca_topic_score_gemma":0.0000054172,"domain_scores_codex":[0.9978359,0.0001425077,0.0006414084,0.0002550598,0.0006573533,0.0004677674],"domain_scores_gemma":[0.9977874,0.0001852697,0.0003099264,0.0002750662,0.0008184909,0.0006238201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008198232,0.00004221149,0.6247432,0.000251265,0.0004158859,0.1079521,0.01629255,0.00001993559,0.00007656475,0.0008649682,0.006350861,0.2421707],"study_design_scores_gemma":[0.003816851,0.002352029,0.7010298,0.0003253352,0.0005854669,0.02259169,0.03041367,0.00002082397,0.0002479932,0.0001223768,0.2379716,0.0005222986],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9838707,0.005043257,0.00001471733,0.01009872,0.000204044,0.0002157095,0.000005698079,0.0000639448,0.0004831901],"genre_scores_gemma":[0.9940577,0.00263815,0.0003344689,0.002085136,0.0005067795,0.000003403011,0.00001301383,0.00005243111,0.0003089212],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2416484,"threshold_uncertainty_score":0.913372,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01161590019278068,"score_gpt":0.2591823523402016,"score_spread":0.247566452147421,"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."}}