{"id":"W2107934442","doi":"10.1016/j.jamcollsurg.2007.03.027","title":"Prospective Multicenter Study of Surgical Correction of Pectus Excavatum: Design, Perioperative Complications, Pain, and Baseline Pulmonary Function Facilitated by Internet-Based Data Collection","year":2007,"lang":"en","type":"article","venue":"Journal of the American College of Surgeons","topic":"Pectus Deformity Diagnosis and Treatment","field":"Medicine","cited_by":227,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pediatric Oncology Group","funders":"","keywords":"Medicine; Pectus excavatum; Nuss procedure; Perioperative; Pulmonary function testing; Vital capacity; Surgery; Prospective cohort study; Anesthesia; Lung; Internal medicine; Lung function","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":[0.005541499,0.0007463003,0.0006739602,0.001195038,0.0009268444,0.0007046984,0.0006306174,0.0008035214,0.001658266],"category_scores_gemma":[0.006825147,0.0007437861,0.0005283054,0.001696099,0.0006532535,0.0009971486,0.000913804,0.0008115155,0.0004581725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003953407,"about_ca_system_score_gemma":0.0008242209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009827352,"about_ca_topic_score_gemma":0.001253427,"domain_scores_codex":[0.9942403,0.003477007,0.0004953558,0.0007765139,0.0006226331,0.0003882634],"domain_scores_gemma":[0.9914631,0.00167851,0.00394965,0.0008891346,0.0007185515,0.001300946],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009732661,0.0002659872,0.9974067,0.00001927695,0.00006819141,0.00008942084,0.0001093505,0.00001905153,0.0001775609,0.00001454861,0.00007579103,0.0007809737],"study_design_scores_gemma":[0.0004676814,0.005043703,0.9921253,0.00002121514,0.00009112252,0.0009310488,0.000450537,0.0001998744,0.0001669781,0.00002640876,0.000461681,0.00001439694],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986182,0.0002472678,0.0002758714,0.00003756603,0.00001002346,0.0002068378,0.0003933624,0.000003348837,0.0002075248],"genre_scores_gemma":[0.9978092,0.0001039128,0.0006813795,0.0000856422,0.00005319755,0.0004851956,0.000626425,0.000003729171,0.000151263],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005541499,"threshold_uncertainty_score":0.02930665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02441526954630828,"score_gpt":0.2846493959438061,"score_spread":0.2602341263974978,"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."}}