{"id":"W2342419489","doi":"10.1056/em200906190000001","title":"Outpatient Management of Spontaneous Pneumothorax","year":2009,"lang":"en","type":"article","venue":"Journal watch","topic":"Pleural and Pulmonary Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Pneumothorax; Thoracostomy; Emergency department; Outpatient clinic; Retrospective cohort study; Emergency medicine; Surgery; General surgery; Internal medicine; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003941224,0.0001572255,0.0002697722,0.0004894119,0.00040993,0.0003212659,0.0002132258,0.0001938548,0.001080466],"category_scores_gemma":[0.003413741,0.0001055614,0.0001505299,0.0002929287,0.0002129785,0.0001704564,0.0002721295,0.0003229256,0.0001318905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004349963,"about_ca_system_score_gemma":0.0008065104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001800862,"about_ca_topic_score_gemma":0.003564217,"domain_scores_codex":[0.9994556,0.0002154334,0.00009318579,0.00004280351,0.0001190778,0.00007391581],"domain_scores_gemma":[0.9986055,0.0003451228,0.0004747851,0.00007404738,0.0002242572,0.0002762952],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001225146,0.001676392,0.800712,0.0006200746,0.00008289498,0.01814844,0.001160117,0.0004066286,0.01136857,0.0002156799,0.006018067,0.1583659],"study_design_scores_gemma":[0.0004313153,0.004593071,0.941076,0.000384413,0.0001079896,0.03920999,0.001360794,0.001214263,0.004554024,0.0001716421,0.006869615,0.00002691793],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9907936,0.00132647,0.001324328,0.0003142345,0.00005687977,0.0003200694,0.0001706714,0.0000644579,0.005629259],"genre_scores_gemma":[0.9968442,0.0008564059,0.001173942,0.0002024662,0.0000950225,0.0001084144,0.0003444759,0.00001007542,0.0003649271],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.001800862,"threshold_uncertainty_score":0.003614485,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01499842775114009,"score_gpt":0.2710108402092225,"score_spread":0.2560124124580824,"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."}}