{"id":"W2049335872","doi":"10.1007/s00383-006-1861-y","title":"Long term cardiopulmonary effects of closed repair of pectus excavatum","year":2007,"lang":"en","type":"article","venue":"Pediatric Surgery International","topic":"Pectus Deformity Diagnosis and Treatment","field":"Medicine","cited_by":101,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Children's Hospital; University of Calgary","funders":"Hospital Research Foundation","keywords":"Pectus excavatum; Medicine; Pulmonary function testing; Surgery; Cardiac function curve; Cardiology; Anesthesia; Internal medicine; Heart failure","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":[0.0002440883,0.000281905,0.0005805262,0.0002427799,0.0005033792,0.0003273355,0.0002863134,0.0006705314,0.002168348],"category_scores_gemma":[0.001467701,0.00009623777,0.0004419241,0.0001719723,0.0005361946,0.0003932519,0.0002968776,0.001262403,0.0001856609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002947098,"about_ca_system_score_gemma":0.0002826206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006837695,"about_ca_topic_score_gemma":0.001100819,"domain_scores_codex":[0.9998475,0.00003640251,0.00001157997,0.00001966088,0.00003092524,0.00005398341],"domain_scores_gemma":[0.9989114,0.0004545763,0.0001599906,0.0000839499,0.0000641525,0.000325884],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1296238,0.01974442,0.2554575,0.0009498879,0.001832446,0.2247987,0.001645601,0.002993749,0.1149815,0.002705952,0.003449352,0.2418171],"study_design_scores_gemma":[0.002118135,0.09675074,0.8112772,0.0001468952,0.0006940574,0.06990162,0.001007798,0.001208013,0.01015639,0.0007712936,0.005858649,0.0001092565],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971902,0.001415649,0.00009205005,0.0001099431,0.00006405687,0.00001284055,0.00007421654,0.000007447039,0.001033606],"genre_scores_gemma":[0.998955,0.0003828531,0.00003777658,0.00004399492,0.00006986103,0.000006564435,0.0001123389,0.000001547974,0.0003898907],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002168348,"threshold_uncertainty_score":0.007253885,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01137434207749791,"score_gpt":0.2669396075156836,"score_spread":0.2555652654381857,"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."}}