{"id":"W2005762630","doi":"10.4081/std.2011.e14","title":"Surgery for Lung Herniation: A New Approach for an Old Problem","year":2011,"lang":"en","type":"article","venue":"Surgical Techniques Development","topic":"Congenital Diaphragmatic Hernia Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton","funders":"","keywords":"Medicine; Surgery; Lung; Prosthesis; 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":[0.0007629581,0.0006571409,0.0006332256,0.002985276,0.0008255415,0.001243579,0.0007701662,0.001876582,0.007268621],"category_scores_gemma":[0.001330994,0.0001739374,0.0005984026,0.00115416,0.002574939,0.004015449,0.001478136,0.002517828,0.001812503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005994116,"about_ca_system_score_gemma":0.001127922,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003600432,"about_ca_topic_score_gemma":0.0009416528,"domain_scores_codex":[0.9996051,0.00006983134,0.00006615067,0.00008501582,0.0001285142,0.00004544042],"domain_scores_gemma":[0.9987244,0.0003922421,0.0001386015,0.00009872205,0.0002441168,0.0004019753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.0002451732,0.0003281754,0.01679724,0.003740757,0.0001113039,0.0151589,0.0007298923,0.0003159518,0.006305412,0.0205636,0.04849429,0.8872094],"study_design_scores_gemma":[0.0001100449,0.001364628,0.03097838,0.00304903,0.000199623,0.2500538,0.002681728,0.000742793,0.001660624,0.03570483,0.6732445,0.0002099933],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.02384164,0.8779212,0.01051359,0.05643702,0.01106665,0.00006198756,0.0001068211,0.0001625436,0.01988862],"genre_scores_gemma":[0.1102306,0.7717243,0.02201243,0.01712891,0.05538196,0.0001152035,0.0002122038,0.0001016825,0.02309272],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007268621,"threshold_uncertainty_score":0.02431589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1073529175888992,"score_gpt":0.3199211159997628,"score_spread":0.2125681984108635,"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."}}