{"id":"W2069823823","doi":"10.1016/j.jpedsurg.2005.02.002","title":"Midterm evaluation of cardiopulmonary effects of closed repair for pectus excavatum","year":2005,"lang":"en","type":"article","venue":"Journal of Pediatric Surgery","topic":"Pectus Deformity Diagnosis and Treatment","field":"Medicine","cited_by":61,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Children's Hospital","funders":"","keywords":"Pectus excavatum; Medicine; Pulmonary function testing; Surgery; Cardiac function curve; Vital capacity; Cardiology; Anesthesia; Internal medicine; Heart failure; Lung function; Lung","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":[0.001849867,0.000139386,0.0008161623,0.0004987222,0.00002595343,0.000003038806,0.00004972526,0.00009099273,0.0000299689],"category_scores_gemma":[0.00143413,0.0001050676,0.001106853,0.0002434963,0.00002261049,0.0001114053,0.00001334411,0.000108479,0.000001263557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002199642,"about_ca_system_score_gemma":0.0005539639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000957287,"about_ca_topic_score_gemma":0.000001505601,"domain_scores_codex":[0.9977875,0.0001082198,0.0009377477,0.0001229969,0.0008553503,0.0001882324],"domain_scores_gemma":[0.9963699,0.00146041,0.0009630524,0.0002088767,0.0008739119,0.0001238541],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008840673,0.00215871,0.871508,0.001418057,0.0009054228,0.0001448138,0.0002329804,0.0001435041,0.0007320446,0.000006313138,0.04453122,0.07733484],"study_design_scores_gemma":[0.004867532,0.001195393,0.9685643,0.0002707873,0.006699875,0.0002359375,0.00004692354,0.000374614,0.01614405,0.0001146567,0.001322698,0.0001632596],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9829461,0.01550006,0.0000262754,0.0001932137,0.0006995404,0.000446984,0.000009182426,0.00001067192,0.0001679951],"genre_scores_gemma":[0.9940077,0.001806884,0.0007186824,0.0000399099,0.00334972,0.00002272162,0.000008151177,0.00001771689,0.00002849196],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09705625,"threshold_uncertainty_score":0.4284531,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03284108019042594,"score_gpt":0.3022640937012435,"score_spread":0.2694230135108176,"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."}}