{"id":"W2895512744","doi":"10.1016/j.jpedsurg.2018.10.011","title":"Vacuum bell treatment of pectus excavatum: An early North American experience","year":2018,"lang":"en","type":"article","venue":"Journal of Pediatric Surgery","topic":"Pectus Deformity Diagnosis and Treatment","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":false,"ca_institutions":"Children's Hospital of Eastern Ontario; McGill University Health Centre; University of Ottawa; Shriners Hospitals for Children - Canada; Montreal Children's Hospital","funders":"Shriners Hospitals for Children","keywords":"Pectus excavatum; Medicine; Deformity; Surgery; Multivariate analysis; Prospective cohort study; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001591357,0.0002097274,0.0008248949,0.000472988,0.00006910096,0.0000152377,0.00008893637,0.0000399014,0.00009637979],"category_scores_gemma":[0.00009292682,0.0001419172,0.0004200265,0.0006509133,0.0001527983,0.000188039,0.00001595203,0.00008867543,0.00001866859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002145926,"about_ca_system_score_gemma":0.0003446691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003365497,"about_ca_topic_score_gemma":0.00007479126,"domain_scores_codex":[0.9981773,0.00005693124,0.000757553,0.0001904371,0.0004956698,0.0003220692],"domain_scores_gemma":[0.9977245,0.0003146357,0.0008609726,0.0003107557,0.0004034007,0.000385736],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003100869,0.001843865,0.9715129,0.00001329613,0.0001369711,0.0003673866,0.001258647,5.935154e-7,0.00005489882,0.000001150451,0.00142027,0.02307997],"study_design_scores_gemma":[0.000854987,0.006688165,0.9885406,0.0000136594,0.0004639414,0.0001708712,0.0002193861,0.000004036418,0.001991814,0.000006049439,0.0009186987,0.0001277362],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980333,0.001016681,0.00001498524,0.0001209997,0.0005289454,0.0001224592,0.00001086577,0.00001499011,0.0001367642],"genre_scores_gemma":[0.9917307,0.003464944,0.0003970144,0.00006744041,0.004231541,0.000008294971,0.000004714523,0.00002163693,0.0000736628],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02295224,"threshold_uncertainty_score":0.5787218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03605947241626065,"score_gpt":0.3015066269399143,"score_spread":0.2654471545236536,"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."}}