{"id":"W2105337774","doi":"10.1016/j.jpedsurg.2006.01.058","title":"The Calgary protocol for bracing of pectus carinatum: a preliminary report","year":2006,"lang":"en","type":"article","venue":"Journal of Pediatric Surgery","topic":"Pectus Deformity Diagnosis and Treatment","field":"Medicine","cited_by":83,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; Alberta Children's Hospital","funders":"","keywords":"Medicine; Pectus carinatum; Brace; Pectus excavatum; Deformity; Bracing; Surgery","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001090803,0.0001363748,0.0004990147,0.0002337926,0.0001104784,0.00001617178,0.00006746947,0.00007507765,0.00001129191],"category_scores_gemma":[0.0007764875,0.00007821404,0.0005998114,0.0002277766,0.00003539388,0.00008569259,0.00002476291,0.0001706595,9.078559e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001309221,"about_ca_system_score_gemma":0.0006418389,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000910996,"about_ca_topic_score_gemma":0.000008010218,"domain_scores_codex":[0.998013,0.00003728561,0.001135037,0.0001218237,0.0004436733,0.0002491794],"domain_scores_gemma":[0.9962276,0.001746405,0.001256202,0.0002244687,0.0004505593,0.0000947167],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001540557,0.001102699,0.8527792,0.0004251799,0.0001596424,0.002176123,0.00003471284,0.00001652495,0.00003397475,0.00004205247,0.1323731,0.009316307],"study_design_scores_gemma":[0.003759849,0.0020105,0.9511955,0.00023853,0.001136286,0.00670582,0.00007108511,0.00005437112,0.002281673,0.0008337883,0.03148886,0.0002237301],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9539435,0.001809726,0.0002440523,0.001120618,0.0007625923,0.04028708,0.00000739908,0.00002518659,0.001799832],"genre_scores_gemma":[0.9713913,0.0001375545,0.001007302,0.00005677142,0.005948683,0.02076524,0.000008192311,0.00004035642,0.0006445514],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1008842,"threshold_uncertainty_score":0.3189476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02632273549095147,"score_gpt":0.3096435819643864,"score_spread":0.2833208464734349,"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."}}