{"id":"W2586489682","doi":"10.1093/pch/17.suppl_a.33ab","title":"Treating Spontaneous Pneumothorax with Room Air Versus Supplemental Oxygen","year":2012,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Pleural and Pulmonary Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Health Services","funders":"","keywords":"Pneumothorax; Medicine; Supplemental oxygen; Room air distribution; Oxygen; Anesthesia; Surgery; Chemistry; Meteorology","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":[0.0009065161,0.0003614551,0.001556237,0.0002835915,0.0003126781,0.0008050082,0.0004930609,0.0005780297,0.001943348],"category_scores_gemma":[0.002480506,0.0001528189,0.0008187949,0.000247234,0.0004327282,0.0008077752,0.0003414625,0.001620702,0.0001835279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002666021,"about_ca_system_score_gemma":0.0005065423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002346695,"about_ca_topic_score_gemma":0.0005714399,"domain_scores_codex":[0.9996089,0.0001802236,0.00005312245,0.00004263122,0.00005482536,0.00006029881],"domain_scores_gemma":[0.9988798,0.0006891093,0.000156726,0.00005356713,0.00002886425,0.0001919941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.3310965,0.007016072,0.02616108,0.002586681,0.002751157,0.004656441,0.0004727388,0.006402707,0.02854791,0.002561204,0.004312634,0.5834349],"study_design_scores_gemma":[0.1409409,0.5095565,0.2083678,0.002056012,0.006796633,0.02446445,0.001962626,0.02969676,0.04365113,0.008022772,0.02426202,0.0002222658],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9755584,0.01762816,0.001467993,0.001536276,0.0006584456,0.0001317147,0.00008161875,0.00005001546,0.002887383],"genre_scores_gemma":[0.9929157,0.003817771,0.001565099,0.0003307015,0.00088371,0.00005576459,0.00008318366,0.00001051487,0.0003375956],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001943348,"threshold_uncertainty_score":0.006501138,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01674507609206225,"score_gpt":0.2785379134056334,"score_spread":0.2617928373135711,"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."}}