{"id":"W2020404613","doi":"10.1016/j.jpedsurg.2009.01.023","title":"Effect of hospital case volume on outcome in congenital diaphragmatic hernia: the experience of the Canadian Pediatric Surgery Network","year":2009,"lang":"en","type":"article","venue":"Journal of Pediatric Surgery","topic":"Congenital Diaphragmatic Hernia Studies","field":"Medicine","cited_by":332,"is_retracted":false,"has_abstract":false,"ca_institutions":"Montreal Children's Hospital","funders":"","keywords":"Medicine; Congenital diaphragmatic hernia; Mortality rate; Diaphragmatic hernia; Pediatrics; Hernia; Illness severity; Surgery; Severity of illness; Internal 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":[0.00126315,0.0002280303,0.0003162517,0.001239641,0.001499859,0.00123941,0.001408421,0.0006139108,0.001934486],"category_scores_gemma":[0.00998315,0.0001959819,0.0003525102,0.003181441,0.0009314522,0.0006503704,0.0009663436,0.0007355795,0.0001118336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0191884,"about_ca_system_score_gemma":0.01745861,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8995349,"about_ca_topic_score_gemma":0.9415213,"domain_scores_codex":[0.9979616,0.0003698447,0.0001044119,0.0001229318,0.0007304452,0.0007106861],"domain_scores_gemma":[0.9934034,0.001029262,0.001744437,0.000121866,0.001874646,0.001826324],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007629548,0.00004611716,0.995188,0.00001200609,0.00002995194,0.0001458058,0.0004914458,0.0001514629,0.0000283068,0.000088565,0.0007403804,0.003001681],"study_design_scores_gemma":[0.00000315582,0.00003246764,0.9984652,0.00001003067,0.000009871972,0.00007346312,0.001088419,0.00008566189,0.00001317601,0.00001275664,0.0002011969,0.000004803463],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953017,0.0006477382,0.00001471235,0.0006663668,0.00001116198,0.000008448943,0.0008095356,0.00000223057,0.002538058],"genre_scores_gemma":[0.9989833,0.0003551267,0.0000283831,0.00004924138,0.00001022782,0.000003542949,0.0003838712,0.000002094481,0.0001841639],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1004651,"threshold_uncertainty_score":0.2021135,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01563985236318053,"score_gpt":0.2646806741626854,"score_spread":0.2490408217995049,"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."}}