{"id":"W2047870043","doi":"10.1016/j.jpedsurg.2006.02.011","title":"Is congenital lobar emphysema a surgical disease?","year":2006,"lang":"en","type":"article","venue":"Journal of Pediatric Surgery","topic":"Congenital Diaphragmatic Hernia Studies","field":"Medicine","cited_by":116,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Asymptomatic; Congenital lobar emphysema; Surgery; Lesion; Pediatrics; Medical record","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005741057,0.0002171286,0.0007549941,0.000453064,0.00006308805,0.00003156064,0.00008675399,0.00007801735,0.0005586659],"category_scores_gemma":[0.0005291989,0.0001686764,0.0008312729,0.000493629,0.00006813221,0.0001569121,0.00004667063,0.0002474461,0.000139014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009319626,"about_ca_system_score_gemma":0.0005371185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002115329,"about_ca_topic_score_gemma":0.00000261889,"domain_scores_codex":[0.9975314,0.00007182975,0.001028864,0.0001693759,0.00084512,0.0003533788],"domain_scores_gemma":[0.9974248,0.001081126,0.0004536172,0.0002035032,0.0004490346,0.0003878571],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002847788,0.0003464065,0.7793791,0.0001110336,0.0001854618,0.004712072,0.00004596461,0.000001191231,0.00001853976,0.00001808174,0.2134415,0.001455907],"study_design_scores_gemma":[0.001856943,0.0001229509,0.9694165,0.00005641274,0.00171474,0.0009002884,0.0001006513,0.00002411214,0.00005395359,0.0005408959,0.02487923,0.000333303],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9832719,0.01222644,0.00002118096,0.001656126,0.000769805,0.0001233373,0.00002577139,0.00002734548,0.001878129],"genre_scores_gemma":[0.9880198,0.0007905269,0.0001146193,0.0001931817,0.009844038,0.000003867604,0.000004971438,0.00002922227,0.0009997654],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1900374,"threshold_uncertainty_score":0.6878423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02194629109365179,"score_gpt":0.2701900441146215,"score_spread":0.2482437530209697,"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."}}