{"id":"W3109917313","doi":"10.1111/dmcn.14742","title":"Surgery for children with disabilities: not without risk","year":2020,"lang":"en","type":"letter","venue":"Developmental Medicine & Child Neurology","topic":"Hernia repair and management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; McMaster University","funders":"","keywords":"Medicine; Surgery; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.002446969,0.0005752213,0.0009059422,0.0006998009,0.004066092,0.002542376,0.001471661,0.03149763,0.005712208],"category_scores_gemma":[0.0277928,0.0004109825,0.0008122571,0.0007848354,0.003128655,0.003886739,0.001673798,0.03256989,0.004799556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003752603,"about_ca_system_score_gemma":0.005530442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009121112,"about_ca_topic_score_gemma":0.01686338,"domain_scores_codex":[0.997703,0.0006244108,0.0002544142,0.0002189948,0.0008255694,0.0003736636],"domain_scores_gemma":[0.9910478,0.004657729,0.0005938431,0.0002076391,0.001599685,0.001893279],"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":[0.00001538776,0.00001258259,0.0006820775,0.00004841871,0.000007290499,0.002034196,0.0001849046,0.00003521945,0.00008117281,0.002042619,0.9863055,0.008550679],"study_design_scores_gemma":[0.00007228664,0.00006041877,0.002321554,0.0009119979,0.00002669759,0.01303434,0.001157281,0.0001539357,0.000165136,0.01099146,0.9710419,0.00006295615],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003549673,0.001838119,0.00003307736,0.9847128,0.01059868,0.00000239036,0.00001543461,0.00001024049,0.002434334],"genre_scores_gemma":[0.006114926,0.00370609,0.0001493587,0.9356405,0.05035165,0.00001617248,0.00002440188,0.00002483512,0.003972084],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03149763,"threshold_uncertainty_score":0.02722716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02433967196462901,"score_gpt":0.2487762960994986,"score_spread":0.2244366241348696,"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."}}