{"id":"W2154048652","doi":"10.1001/archpediatrics.2012.1055","title":"The Long-term Outcomes of Pediatric Pleural Empyema","year":2012,"lang":"en","type":"article","venue":"Archives of Pediatrics and Adolescent Medicine","topic":"Pleural and Pulmonary Diseases","field":"Medicine","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Spirometry; Empyema; Quality of life (healthcare); Pediatrics; Asthma; Pleural empyema; Observational study; Physical therapy; 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":[0.000181015,0.0001798124,0.0004450484,0.0001687649,0.00009017616,0.000003048009,0.0001345494,0.00003504749,0.00002131864],"category_scores_gemma":[0.0002583151,0.00009462697,0.0001276548,0.0001967279,0.0003396827,0.00006012943,0.00009999717,0.0001566331,0.000002063732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000459732,"about_ca_system_score_gemma":0.00004391664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009160629,"about_ca_topic_score_gemma":0.000001227865,"domain_scores_codex":[0.9986221,0.00004717179,0.0004764748,0.0001472098,0.0003698038,0.0003371971],"domain_scores_gemma":[0.9985756,0.000540339,0.0002372804,0.0002456652,0.00004330154,0.0003578033],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001967166,0.0003107171,0.986086,0.0008642757,0.00002525552,0.000008467039,0.0002326117,1.567621e-7,0.0002968865,0.0002232656,0.001213529,0.01054215],"study_design_scores_gemma":[0.001188781,0.000285866,0.9972125,0.00007588233,0.0005667143,0.00002146913,0.0001103571,0.00000957236,0.00006554065,0.0001194477,0.0002492602,0.00009458596],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9629708,0.03366573,0.0000336778,0.002203692,0.0002865945,0.0002548922,0.00002441394,0.0000158806,0.0005443496],"genre_scores_gemma":[0.976278,0.0214812,0.00005918109,0.0002406162,0.001432195,0.000003326249,0.00002747495,0.00001364281,0.0004643749],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01330722,"threshold_uncertainty_score":0.3858776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02990195691911489,"score_gpt":0.2930951073936028,"score_spread":0.2631931504744879,"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."}}