{"id":"W2056935862","doi":"10.1016/j.jpedsurg.2014.09.037","title":"Report of the 47th Annual Meeting of the Pacific Association of Pediatric Surgeons, Banff, Alberta, Canada, May 25th–29th, 2014","year":2014,"lang":"en","type":"article","venue":"Journal of Pediatric Surgery","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Association (psychology); General surgery","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002542902,0.0009822508,0.0007053387,0.001854267,0.002408523,0.002007352,0.001221179,0.001553624,0.07013912],"category_scores_gemma":[0.002641101,0.0004366814,0.0005524602,0.001267866,0.0006022976,0.0006088205,0.001377813,0.001934399,0.01350526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006200437,"about_ca_system_score_gemma":0.01780311,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4200399,"about_ca_topic_score_gemma":0.7374848,"domain_scores_codex":[0.9986464,0.00008396951,0.00005443502,0.00009213147,0.0007592103,0.000363914],"domain_scores_gemma":[0.9944049,0.0001126958,0.0001519261,0.00007099847,0.004021526,0.001237913],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001216348,0.00006851067,0.004263384,0.0001310397,0.00001717915,0.0001268795,0.00006463828,0.0001660253,0.0004294562,0.0001538928,0.9696965,0.02476085],"study_design_scores_gemma":[0.00004788669,0.00007045059,0.04036839,0.0003488733,0.00002183842,0.0001226018,0.0007750271,0.0002962194,0.0004592017,0.0001427777,0.957307,0.00003963598],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0365508,0.04141224,0.005478935,0.1610191,0.3550848,0.003581543,0.04879571,0.0008164668,0.3472604],"genre_scores_gemma":[0.03658275,0.01946983,0.002869453,0.006000289,0.01847643,0.0005171642,0.01848015,0.0001848318,0.8974191],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.5799601,"threshold_uncertainty_score":0.8351901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007053519986192173,"score_gpt":0.2163654652059224,"score_spread":0.2093119452197303,"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."}}