{"id":"W2410204004","doi":"10.1016/j.athoracsur.2014.09.043","title":"Reply","year":2014,"lang":"en","type":"letter","venue":"The Annals of Thoracic Surgery","topic":"Pectus Deformity Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Joseph’s Healthcare Hamilton; McMaster University","funders":"","keywords":"Pectus excavatum; Medicine; Nuss procedure; Sternum; Surgery","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":[0.001161879,0.0003045449,0.001095267,0.0002199593,0.0000659802,0.00001802142,0.0001839186,0.0003234194,0.0002834855],"category_scores_gemma":[0.0004671586,0.0001729871,0.0009418488,0.000180936,0.0001470533,0.00003438977,0.00006164877,0.0007437112,0.0002357227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002129902,"about_ca_system_score_gemma":0.0001366392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001694726,"about_ca_topic_score_gemma":0.000001357732,"domain_scores_codex":[0.9979527,0.0002116837,0.0005452525,0.0003088449,0.0005610975,0.0004204191],"domain_scores_gemma":[0.9960838,0.001841775,0.0004662316,0.00132109,0.0002156259,0.00007150485],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000908126,0.00008398551,0.001640667,0.0004545238,0.0004326582,0.0003821291,0.00002367399,2.712424e-7,0.000002424883,0.000003511734,0.971023,0.02586232],"study_design_scores_gemma":[0.00003326213,0.00008152246,0.001256146,0.0008166487,0.0003145572,0.0002091646,0.000004990285,0.00000312412,0.003940605,0.0003311903,0.9928445,0.0001643168],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01916052,0.002662989,0.000003550748,0.9722988,0.0003372232,0.0002805912,0.00003168875,0.0000607918,0.005163852],"genre_scores_gemma":[0.03289912,0.001589947,0.0000194218,0.9586282,0.002878066,0.00005610338,0.000339436,0.00006028671,0.003529446],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.025698,"threshold_uncertainty_score":0.7054208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1666186315150691,"score_gpt":0.3916562902359908,"score_spread":0.2250376587209217,"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."}}