{"id":"W4367056083","doi":"10.1016/j.medin.2023.04.010","title":"Debilidad pulmonar asociada a COVID-19 (DPAC): revisión sistemática y metaanálisis","year":2023,"lang":"es","type":"article","venue":"Medicina Intensiva","topic":"Pneumothorax, Barotrauma, Emphysema","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Pneumothorax; Pneumomediastinum; Intensive care unit; Mechanical ventilation; Coronavirus disease 2019 (COVID-19); Critically ill; Internal medicine; Surgery; Disease","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.00397213,0.001527747,0.003585623,0.001512345,0.0006699839,0.0002159626,0.0012291,0.001021314,0.002246943],"category_scores_gemma":[0.04441622,0.001341379,0.001156165,0.004731134,0.001492682,0.0003253038,0.0007079831,0.001981941,0.009206927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001724469,"about_ca_system_score_gemma":0.001854067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001786593,"about_ca_topic_score_gemma":0.00006563726,"domain_scores_codex":[0.9883497,0.00104732,0.002397029,0.002333014,0.003160096,0.002712878],"domain_scores_gemma":[0.9879166,0.003310914,0.000859288,0.002923498,0.001713326,0.003276403],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001176509,0.0008159286,0.04089207,0.01457658,0.003384597,0.02219232,0.006498156,0.00002385585,0.0215507,0.003794977,0.8497155,0.03537875],"study_design_scores_gemma":[0.005691188,0.002355083,0.07879107,0.01004865,0.005441728,0.002044081,0.01543657,0.002024436,0.002009973,0.001493892,0.8725636,0.0020997],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4528011,0.03759931,0.0006345507,0.4582514,0.01105248,0.006924345,0.0004386961,0.003956388,0.02834169],"genre_scores_gemma":[0.9283176,0.008299758,0.0002920112,0.04284455,0.004402011,0.0002906025,0.0004151574,0.0004735239,0.01466481],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4755165,"threshold_uncertainty_score":0.9997471,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06490996380212453,"score_gpt":0.3699060541344625,"score_spread":0.3049960903323379,"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."}}