{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003224082,0.0003673829,0.0003606942,0.0005657926,0.001950835,0.0006617536,0.0003994482,0.000958143,0.001808175],"category_scores_gemma":[0.00116547,0.0002125547,0.0002759878,0.0006382339,0.0007247212,0.0008230437,0.0007857116,0.0008645263,0.0002792711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006631397,"about_ca_system_score_gemma":0.000652526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00258789,"about_ca_topic_score_gemma":0.008860298,"domain_scores_codex":[0.9997411,0.00006466112,0.00002161642,0.00002716581,0.00005482968,0.00009064628],"domain_scores_gemma":[0.9995949,0.0001257916,0.00004906698,0.00001874654,0.00003209096,0.0001794854],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009296707,0.007034543,0.4449029,0.0002658977,0.0001247489,0.2895176,0.02272392,0.001207772,0.01000455,0.003370558,0.00579988,0.214118],"study_design_scores_gemma":[0.0001325432,0.003501465,0.4069731,0.0002888086,0.00009326894,0.5520062,0.01577776,0.0009273939,0.002501313,0.001121301,0.01656231,0.0001146869],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903599,0.002652038,0.0005120693,0.0007302834,0.00005045553,0.00001996473,0.00003066242,0.000009482067,0.005635089],"genre_scores_gemma":[0.9950445,0.002607596,0.0005906134,0.0003365573,0.00005994979,0.000008900091,0.00002919689,0.00001060439,0.001312196],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00258789,"threshold_uncertainty_score":0.006048918,"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."}}