{"id":"W2010453704","doi":"10.1007/s00381-012-1855-0","title":"Pediatric neurosurgery at the Hospital for Sick Children, The University of Toronto","year":2012,"lang":"en","type":"article","venue":"Child s Nervous System","topic":"Congenital Diaphragmatic Hernia Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Neurosurgery; Sick child; Pediatric neurosurgery; Pediatrics; General surgery; University hospital; Emergency medicine; Surgery","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":[0.0002307079,0.0009234423,0.0005440087,0.001943019,0.003658768,0.001158637,0.001069343,0.001568347,0.08119173],"category_scores_gemma":[0.00173378,0.0007089049,0.0006054297,0.001204055,0.001159133,0.0006998779,0.0007286512,0.001659145,0.008095603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01041425,"about_ca_system_score_gemma":0.007189162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2823063,"about_ca_topic_score_gemma":0.6604432,"domain_scores_codex":[0.9995379,0.00004923847,0.00003606182,0.000109503,0.00009289895,0.000174238],"domain_scores_gemma":[0.9980095,0.000209064,0.0001383151,0.00006203527,0.0005779264,0.001003121],"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":[0.001125607,0.000593579,0.2425882,0.002084155,0.0004893689,0.1638912,0.009280105,0.003100996,0.01358755,0.009934465,0.4123626,0.1409622],"study_design_scores_gemma":[0.000242544,0.000985564,0.6288789,0.003247072,0.0002337469,0.05472036,0.007551761,0.001460547,0.007131253,0.004284775,0.2908824,0.000381077],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5032101,0.03905644,0.003025525,0.07401079,0.01049913,0.0005241806,0.01551006,0.001370151,0.3527936],"genre_scores_gemma":[0.6833297,0.0271999,0.006096834,0.004979691,0.003151739,0.0001723154,0.001749899,0.000571212,0.2727487],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2823063,"threshold_uncertainty_score":0.5613262,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007587052517084376,"score_gpt":0.1984086322276902,"score_spread":0.1908215797106058,"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."}}