{"id":"W2901535632","doi":"10.1016/j.epsc.2018.11.001","title":"Treatment of recurrent or persistent spontaneous pneumothorax in children with synthetic glue pleurodesis","year":2018,"lang":"en","type":"article","venue":"Journal of Pediatric Surgery Case Reports","topic":"Pleural and Pulmonary Diseases","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Pleurodesis; Pneumothorax; GLUE; Surgery; Refractory (planetary science)","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":[0.0003417846,0.000220868,0.0007832123,0.0005478546,0.0000454021,0.000009639436,0.0000270951,0.00005986781,0.0001619561],"category_scores_gemma":[0.0003123226,0.0001269713,0.0004717008,0.0004657818,0.0000669765,0.00008294251,0.000009923704,0.00009906463,0.000002185026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002089533,"about_ca_system_score_gemma":0.0008172225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001094641,"about_ca_topic_score_gemma":0.00003033519,"domain_scores_codex":[0.9979195,0.0001032124,0.001004952,0.000235087,0.0004777494,0.0002595013],"domain_scores_gemma":[0.997718,0.000325064,0.001063538,0.0002742037,0.0002861815,0.0003330326],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.001800734,0.0009992629,0.467253,0.00004143967,0.0001555074,0.5216026,0.00007583125,0.000009225501,0.00002411398,8.055738e-8,0.0004288637,0.007609289],"study_design_scores_gemma":[0.0004065686,0.003358372,0.1492409,0.00009242388,0.001267136,0.8449541,0.0001042387,0.00001358255,0.0001195798,0.000002032268,0.0003124493,0.0001286408],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99602,0.003124976,0.000001426197,0.0001832055,0.0003356437,0.0002436545,0.00001718158,0.000009960123,0.00006401822],"genre_scores_gemma":[0.9970073,0.001622557,0.00009907533,0.00002102069,0.001053161,0.000004395568,0.000007177639,0.00002215327,0.0001631983],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3233514,"threshold_uncertainty_score":0.5177737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02744646781023736,"score_gpt":0.2632839868460524,"score_spread":0.2358375190358151,"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."}}