{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002434409,0.0002460305,0.0003685458,0.000129288,0.0003205452,0.00001078987,0.000092567,0.00006002449,0.000272545],"category_scores_gemma":[0.00004858213,0.00018523,0.0001067493,0.0003493305,0.00002551697,0.0001382664,0.00004698402,0.0002709772,0.0001049282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002696386,"about_ca_system_score_gemma":0.0002774479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003497774,"about_ca_topic_score_gemma":0.0001257012,"domain_scores_codex":[0.9980556,0.00007449144,0.0003287931,0.0002774914,0.0004376041,0.000826049],"domain_scores_gemma":[0.9984881,0.0001438258,0.0001558387,0.0002551467,0.00003939362,0.0009176771],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002523572,0.001274872,0.9589681,0.000481072,0.0001183846,0.0006368922,0.00118624,0.00001795487,0.0000226038,0.0003644062,0.0122354,0.02217053],"study_design_scores_gemma":[0.005227224,0.002928968,0.9186502,0.0001083736,0.0003240386,0.002185283,0.000934752,0.00008073331,0.00003256043,0.00001772874,0.06903015,0.0004800085],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9737557,0.007112175,0.0000175601,0.01119678,0.0004543988,0.0007093723,0.0003616977,0.0001773678,0.006214939],"genre_scores_gemma":[0.9927443,0.0005304996,0.001157145,0.0028371,0.001643109,0.00001901561,0.0007638236,0.00004363446,0.0002613303],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05679476,"threshold_uncertainty_score":0.7553462,"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."}}