{"id":"W4246229307","doi":"10.1016/j.paed.2011.03.003","title":"Self-assessment","year":2011,"lang":"en","type":"article","venue":"Paediatrics and Child Health","topic":"Cardiac Arrhythmias and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Nunavut General Monitoring Plan","keywords":"Medicine; Lethargy; Atrial fibrillation; Vomiting; Tachycardia; Past medical history; Anesthesia; Heart rate; Supraventricular tachycardia; Internal medicine; Cardiology; Surgery; Pediatrics; Blood pressure","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000143781,0.00008875497,0.0002069284,0.00006018354,0.0001324064,0.000005983918,0.00001546239,0.00003660314,0.00003398009],"category_scores_gemma":[0.000002846308,0.0000689543,0.00006207613,0.0001017617,0.000009377845,0.00002231724,0.00002560632,0.000113335,0.00001335153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007648522,"about_ca_system_score_gemma":0.0001602215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001161593,"about_ca_topic_score_gemma":0.000005653846,"domain_scores_codex":[0.9993344,0.00001712627,0.0001506061,0.0001666524,0.0001267351,0.0002044934],"domain_scores_gemma":[0.9994941,0.00001192745,0.00005631616,0.0001420046,0.00002423968,0.0002714608],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003012696,0.0004434792,0.9588749,0.0002663566,0.0001076246,0.00006298265,0.001317999,4.209718e-8,1.102737e-7,0.006640261,0.001504963,0.03075115],"study_design_scores_gemma":[0.001337769,0.0004093235,0.9851751,0.00001730323,0.00008066082,0.0001071604,0.00007020125,0.00002660577,0.00000268875,0.000232578,0.01246688,0.00007368979],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7715425,0.0205229,0.0003517137,0.00795425,0.0008659692,0.001417619,0.00006457735,0.0002927442,0.1969877],"genre_scores_gemma":[0.9807507,0.01045147,0.006882477,0.001521784,0.0003192234,0.00001060338,0.00001721568,0.00001263163,0.00003382326],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2092082,"threshold_uncertainty_score":0.2811875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01533586851817665,"score_gpt":0.2819789714927806,"score_spread":0.2666431029746039,"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."}}