{"id":"W3028726370","doi":"10.1016/j.bjps.2020.05.063","title":"Prone Positioning following Breast Reconstruction","year":2020,"lang":"en","type":"letter","venue":"Journal of Plastic Reconstructive & Aesthetic Surgery","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Dutch Arthritis Association; Health Research Board; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Health Service Executive; Wellcome Trust; Canadian Institute for Theoretical Astrophysics","keywords":"Medicine; ARDS; Prone position; Breast cancer; Population; Mechanical ventilation; Intensive care medicine; Lung; Surgery; Internal medicine; Cancer","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0006192899,0.0006239226,0.002164608,0.001042897,0.0001688235,0.0001051627,0.00018232,0.0007494254,0.0004872748],"category_scores_gemma":[0.0004975763,0.0005410789,0.00214392,0.000411455,0.0002514371,0.000409799,0.00003838973,0.003258021,0.00007393102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000375017,"about_ca_system_score_gemma":0.001933644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002898372,"about_ca_topic_score_gemma":2.187849e-7,"domain_scores_codex":[0.995563,0.0002929235,0.001952259,0.0005291151,0.001063816,0.0005988767],"domain_scores_gemma":[0.9953639,0.0009070422,0.002378155,0.0003116385,0.0006403626,0.0003989312],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"case_report","study_design_scores_codex":[0.001197641,0.0001211274,0.02636623,0.0005879179,0.002116361,0.0387473,0.0002022037,0.000005229522,0.00144085,0.00001650816,0.5286,0.4005987],"study_design_scores_gemma":[0.003160172,0.001536634,0.003726353,0.0116384,0.004584891,0.7972282,0.000936262,0.00007227746,0.0009346839,0.001672502,0.1729376,0.001571988],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6732321,0.001106523,0.00487467,0.2810942,0.03525038,0.001226499,0.0001385515,0.0001972356,0.002879886],"genre_scores_gemma":[0.4909868,0.0005225744,0.02697403,0.436902,0.04128025,0.0001156794,0.0005685443,0.001239396,0.001410694],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7584809,"threshold_uncertainty_score":0.9997041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02126234031499509,"score_gpt":0.238213035487035,"score_spread":0.2169506951720399,"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."}}