{"id":"W2566679125","doi":"10.1093/icvts/ivw408","title":"Efficacy of segmental resection in patients with prenatally diagnosed congenital lung malformations","year":2016,"lang":"en","type":"article","venue":"Interactive Cardiovascular and Thoracic Surgery","topic":"Congenital Diaphragmatic Hernia Studies","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Pneumonectomy; Segmental resection; Lung; Surgery; Lesion; Retrospective cohort study; Radiology; Incidence (geometry); Parenchyma; Resection; Internal medicine","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":[0.0003087879,0.0001312556,0.0002141416,0.0002375356,0.0001024901,0.0001618497,0.0001180239,0.0002016511,0.000717658],"category_scores_gemma":[0.002400115,0.00004786662,0.0002468621,0.0001469069,0.0001919458,0.0001844102,0.0001616341,0.0001799993,0.00006826756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001343932,"about_ca_system_score_gemma":0.0002843349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004383361,"about_ca_topic_score_gemma":0.0006892285,"domain_scores_codex":[0.9998329,0.00006524869,0.00001827774,0.00003141651,0.00003025743,0.00002189582],"domain_scores_gemma":[0.9988268,0.0005554059,0.0003711422,0.00005039933,0.00004725751,0.0001489301],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001097094,0.00005096384,0.9568582,0.00008257746,0.00008102205,0.001057717,0.00008684957,0.000592724,0.003583324,0.00004826389,0.00008874438,0.03637259],"study_design_scores_gemma":[0.0000310945,0.002027078,0.9883386,0.00004550058,0.00009856887,0.006196013,0.0002246171,0.001066328,0.00151215,0.00005539425,0.0003962284,0.000008488538],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977592,0.001736769,0.0001851323,0.00003918404,0.00000378283,0.000003483281,0.000038325,0.000004723949,0.0002293272],"genre_scores_gemma":[0.9995013,0.0002867665,0.0001072175,0.000007225228,0.000007265234,0.000002405745,0.00006874694,7.749805e-7,0.00001828526],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000717658,"threshold_uncertainty_score":0.002400815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01106857522334196,"score_gpt":0.2580330876821522,"score_spread":0.2469645124588103,"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."}}