{"id":"W2140209404","doi":"10.1542/peds.2007-2723","title":"Surgical Repair of Pectus Excavatum Markedly Improves Body Image and Perceived Ability for Physical Activity: Multicenter Study","year":2008,"lang":"en","type":"article","venue":"PEDIATRICS","topic":"Pectus Deformity Diagnosis and Treatment","field":"Medicine","cited_by":228,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Pectus excavatum; Medicine; Psychosocial; Telephone interview; Physical therapy; Quality of life (healthcare); Pediatrics; Surgery; Psychiatry; Nursing","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":[0.0001764687,0.0002055174,0.0005549671,0.00008159066,0.0001052856,0.000008398523,0.00004898288,0.00006625739,0.00001136379],"category_scores_gemma":[0.0003109134,0.0001544613,0.0002799677,0.0001290955,0.0001274593,0.0001005152,0.00007531118,0.0001480661,0.000003343417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009072656,"about_ca_system_score_gemma":0.00008010519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000116999,"about_ca_topic_score_gemma":0.00001060309,"domain_scores_codex":[0.998721,0.00005465288,0.0002325644,0.0004200526,0.0002936942,0.0002780323],"domain_scores_gemma":[0.9986901,0.0005233206,0.0001049744,0.0003401465,0.0001675144,0.000173935],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001373765,0.01342136,0.9800314,0.0003436362,0.0001402655,0.0001839589,0.001219696,1.447533e-7,0.0009020915,0.000005032072,0.0004533079,0.001925334],"study_design_scores_gemma":[0.005517782,0.002566755,0.9895543,0.000006077172,0.0005606607,0.00003476176,0.0001972167,0.0009048699,0.0003236104,0.00001283242,0.0001851975,0.000135886],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977358,0.0001650457,0.000009950437,0.0001227248,0.000078539,0.001528603,0.00005595655,0.00007499803,0.0002283556],"genre_scores_gemma":[0.9984607,0.0003049567,0.0005763076,0.00001554625,0.0003545538,0.000130561,0.00001270574,0.00002167328,0.0001229768],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0108546,"threshold_uncertainty_score":0.6298749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01756238156757132,"score_gpt":0.2975964777985644,"score_spread":0.280034096230993,"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."}}