{"id":"W2044406049","doi":"10.1016/j.jpedsurg.2013.02.024","title":"Longer term effects of closed repair of pectus excavatum on cardiopulmonary status","year":2013,"lang":"en","type":"article","venue":"Journal of Pediatric Surgery","topic":"Pectus Deformity Diagnosis and Treatment","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Children's Hospital; University of Calgary","funders":"","keywords":"Pectus excavatum; Medicine; Pulmonary function testing; Psychosocial; Physical therapy; Surgery; Internal medicine; Cardiology","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":[0.0004109236,0.0002218667,0.001149844,0.0007002042,0.00002837465,0.00000696498,0.00007011592,0.000121922,0.0001139676],"category_scores_gemma":[0.0007135784,0.0001536116,0.001124139,0.0003614235,0.00004595366,0.0001374132,0.00002981315,0.0002696896,0.00002022457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001649389,"about_ca_system_score_gemma":0.0003626938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008335841,"about_ca_topic_score_gemma":8.077038e-7,"domain_scores_codex":[0.997587,0.0001066967,0.001043167,0.000170044,0.0007379864,0.0003550974],"domain_scores_gemma":[0.9962635,0.001677143,0.001000475,0.0003440313,0.0004091758,0.0003056881],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002903224,0.001499966,0.94757,0.0007082751,0.0004932933,0.001082635,0.0001344461,0.000006092811,0.0004233033,0.000003006457,0.03920833,0.008580344],"study_design_scores_gemma":[0.001304216,0.001245965,0.9921961,0.0002358302,0.000884457,0.000147256,0.00004984506,0.000004542667,0.003555344,0.00003605329,0.0002145761,0.0001258486],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904882,0.007500722,0.000002799909,0.00008814551,0.001015692,0.0003140876,0.000008651617,0.0000192918,0.0005624212],"genre_scores_gemma":[0.9929637,0.004945464,0.0001387181,0.00007882682,0.001734208,0.0000131638,0.000005877198,0.00002811029,0.00009187296],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04462609,"threshold_uncertainty_score":0.62641,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01274734841544643,"score_gpt":0.2427342325987736,"score_spread":0.2299868841833271,"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."}}