{"id":"W4249750251","doi":"10.1053/spsu.2003.50006","title":"Pediatric spontaneous pneumothorax","year":2003,"lang":"en","type":"article","venue":"Seminars in Pediatric Surgery","topic":"Pleural and Pulmonary Diseases","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Montreal Children's Hospital","funders":"","keywords":"Medicine; Pneumothorax; MEDLINE; Natural history; Flow chart; Pediatric Surgeon; Intensive care medicine; Pediatrics; Surgery; Pediatric surgery; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005644584,0.0002665666,0.0005128172,0.0006944875,0.00006293903,0.00001520576,0.00008889351,0.0001555976,0.0005004957],"category_scores_gemma":[0.001149756,0.0002448881,0.0002613176,0.001399458,0.00002966045,0.000103824,0.00002778547,0.0002811392,0.0002298394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009299546,"about_ca_system_score_gemma":0.0004158037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001339029,"about_ca_topic_score_gemma":0.000003596292,"domain_scores_codex":[0.997903,0.0001441204,0.0005207682,0.0004342109,0.0004121794,0.0005857014],"domain_scores_gemma":[0.9979956,0.001144804,0.0001173758,0.0003451757,0.00005481379,0.0003422575],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001234685,0.000352947,0.947739,0.0001804137,0.000005648735,0.01456633,0.00003316757,0.000005977851,0.0000199227,0.00002520271,0.03372746,0.003220439],"study_design_scores_gemma":[0.0007876027,0.0001765162,0.9553387,0.00008951329,0.000509091,0.008712606,0.0001541272,0.00003187588,0.000117898,0.0006909148,0.03250427,0.0008868609],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9744146,0.01515386,0.000001978528,0.0002014621,0.000833335,0.0002203087,0.00001664656,0.0001106122,0.009047195],"genre_scores_gemma":[0.9793901,0.01648634,0.000160137,0.0004236715,0.0009933523,0.00002851356,0.00004593482,0.00004110525,0.002430817],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007599701,"threshold_uncertainty_score":0.9986248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01599569731876447,"score_gpt":0.2459861155570887,"score_spread":0.2299904182383243,"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."}}