{"id":"W2921681601","doi":"10.1093/pch/pxz032","title":"Management and recurrence of spontaneous pneumothorax in children","year":2019,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Pleural and Pulmonary Diseases","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine; Université Laval","funders":"","keywords":"Medicine; Pneumothorax; Guideline; Retrospective cohort study; Chest tube; Pediatrics; Population; Cohort; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001759825,0.000120614,0.0002564352,0.0009938172,0.0002563845,0.0004952982,0.0003625026,0.0003196951,0.001098777],"category_scores_gemma":[0.01433131,0.000161701,0.000366518,0.001202198,0.0004087439,0.0005831192,0.0004557097,0.0004529037,0.0001190138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006405196,"about_ca_system_score_gemma":0.0009581639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003742935,"about_ca_topic_score_gemma":0.003831093,"domain_scores_codex":[0.9969078,0.0008598213,0.0005765899,0.0003160663,0.001142139,0.0001975144],"domain_scores_gemma":[0.9836142,0.002709857,0.01234398,0.0002281978,0.0007727339,0.0003310028],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001778486,0.000006579513,0.9967127,0.00004150512,0.00001564958,0.00014228,0.0001011546,0.00002832191,0.00004305814,0.0000133778,0.00009148737,0.002786141],"study_design_scores_gemma":[0.000003285945,0.00007880449,0.995921,0.00009488183,0.0000230741,0.003013126,0.0002886691,0.00008753478,0.0001337097,0.00001234242,0.0003401603,0.000003482353],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931349,0.004944477,0.0002773189,0.0003747097,0.00001757223,0.00002650887,0.0004190139,0.00001215415,0.0007932959],"genre_scores_gemma":[0.9982383,0.001228847,0.000244853,0.00003440707,0.00001819883,0.00001410143,0.0001767803,0.000002502897,0.00004205351],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003742935,"threshold_uncertainty_score":0.009306967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007989655096538314,"score_gpt":0.2524501652684695,"score_spread":0.2444605101719312,"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."}}