{"id":"W2009446832","doi":"10.1016/j.jpedsurg.2012.01.035","title":"Pectus carinatum treatment in Canada: current practices","year":2012,"lang":"en","type":"article","venue":"Journal of Pediatric Surgery","topic":"Pectus Deformity Diagnosis and Treatment","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Children's Hospital; Montreal Children's Hospital; University of Calgary; McGill University Health Centre","funders":"","keywords":"Medicine; Bracing; Pectus carinatum; Surgery; Prospective cohort study; General surgery; Physical therapy; Pectus excavatum; Brace","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0005242934,0.000237609,0.000332609,0.001997861,0.003579483,0.001922226,0.001369262,0.0009269932,0.006480964],"category_scores_gemma":[0.003756191,0.0002279044,0.0002725337,0.004868187,0.001433829,0.0005881484,0.0007960576,0.001261677,0.0004178613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02648652,"about_ca_system_score_gemma":0.06646177,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9556483,"about_ca_topic_score_gemma":0.9857765,"domain_scores_codex":[0.9986815,0.00009807913,0.000118329,0.000143032,0.0006253407,0.0003336375],"domain_scores_gemma":[0.993368,0.0005222018,0.0008658869,0.00006794366,0.002662422,0.002513639],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002411277,0.0005654381,0.6016036,0.0008263111,0.00007361994,0.00312012,0.002936697,0.0006205371,0.001344324,0.002423495,0.04460056,0.3416441],"study_design_scores_gemma":[0.00009693319,0.0001985515,0.8777587,0.003797783,0.000151268,0.007861982,0.01575824,0.001140883,0.0007320702,0.0008418582,0.09156364,0.00009811781],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6282182,0.1437914,0.001849404,0.1084691,0.001056885,0.0002554043,0.002824425,0.0002157653,0.1133193],"genre_scores_gemma":[0.912699,0.06731361,0.002633135,0.009192022,0.0003248456,0.00004620395,0.0007021995,0.00007202916,0.007016951],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0443517,"threshold_uncertainty_score":0.1921741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05711783042668474,"score_gpt":0.312616365211778,"score_spread":0.2554985347850933,"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."}}