{"id":"W2116054951","doi":"10.1016/j.jpedsurg.2013.09.032","title":"Loop versus divided colostomy for the management of anorectal malformations","year":2013,"lang":"en","type":"article","venue":"Journal of Pediatric Surgery","topic":"Congenital gastrointestinal and neural anomalies","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Colostomy; General surgery","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":[0.0004422172,0.000334651,0.0006440136,0.0004609852,0.000288623,0.0006114146,0.0004067468,0.0004745045,0.00283251],"category_scores_gemma":[0.002408118,0.0001046064,0.0005945913,0.0003021692,0.0005200298,0.0008511259,0.0004197167,0.0009448598,0.000211198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003062358,"about_ca_system_score_gemma":0.0003907745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002270806,"about_ca_topic_score_gemma":0.0006904339,"domain_scores_codex":[0.9998049,0.00005102165,0.00002495313,0.00003047011,0.00003752895,0.00005113905],"domain_scores_gemma":[0.9989547,0.0005073356,0.0001607868,0.00005435574,0.00002741741,0.0002954243],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.07904807,0.00505883,0.06532519,0.002141291,0.001111621,0.01651847,0.0007111115,0.007636934,0.03278443,0.004647546,0.004760298,0.7802562],"study_design_scores_gemma":[0.02569624,0.2098799,0.5158259,0.002069144,0.002896097,0.1249908,0.002524669,0.03843701,0.03185714,0.009972017,0.03547839,0.0003726711],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9849184,0.007239049,0.002937264,0.0008811619,0.0003870561,0.00005008144,0.0001309564,0.0001237697,0.003332305],"genre_scores_gemma":[0.994473,0.001432878,0.002971025,0.0002153762,0.0002499775,0.00003513188,0.00008829938,0.00002526362,0.0005089125],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00283251,"threshold_uncertainty_score":0.009475648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04464776731273822,"score_gpt":0.2657152390936869,"score_spread":0.2210674717809487,"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."}}