{"id":"W1622823712","doi":"10.1093/pch/11.1.15","title":"Networks in Canadian paediatric surgery: Time to get connected","year":2006,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Congenital Diaphragmatic Hernia Studies","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"Children’s Oncology Group","keywords":"Medicine; Congenital diaphragmatic hernia; Gastroschisis; Referral; Pediatrics; Population; Congenital malformations; Intensive care medicine; Pregnancy; Family medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006309059,0.0004893767,0.0004390966,0.002754159,0.010722,0.007726489,0.002552472,0.002475158,0.0327478],"category_scores_gemma":[0.03676128,0.0005514081,0.0006431012,0.00446985,0.002435906,0.004627297,0.008365468,0.003942084,0.002073667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09024297,"about_ca_system_score_gemma":0.2194526,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9656453,"about_ca_topic_score_gemma":0.9762332,"domain_scores_codex":[0.9901713,0.001469318,0.0003043758,0.0006528473,0.004008058,0.003394036],"domain_scores_gemma":[0.9392015,0.003738323,0.002562993,0.0009382372,0.01472737,0.03883143],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001021845,0.00009552117,0.06158601,0.0005337532,0.0000603833,0.0006782925,0.005133222,0.001025245,0.0001683219,0.03800837,0.6799108,0.2126979],"study_design_scores_gemma":[0.00007188111,0.00007625626,0.09938563,0.001091025,0.0000453371,0.0002865628,0.01207008,0.0009736145,0.0001222437,0.00679594,0.8789691,0.000112293],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.04648142,0.01229003,0.002370348,0.7285777,0.006272249,0.0004356786,0.00606431,0.0005451362,0.196963],"genre_scores_gemma":[0.7587829,0.03112753,0.01366979,0.09591515,0.00276695,0.0007356321,0.008829349,0.0005337846,0.08763883],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.09024297,"threshold_uncertainty_score":0.6547617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008034797544026624,"score_gpt":0.2367051856340754,"score_spread":0.2286703880900488,"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."}}