{"id":"W4285137127","doi":"10.5114/ait.2022.117084","title":"Non-invasive ventilation and intra-abdominal pressure – an association or dissociation?","year":2022,"lang":"en","type":"letter","venue":"Anaesthesiology Intensive Therapy","topic":"Abdominal Surgery and Complications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Mechanical ventilation; Dissociation (chemistry); Anesthesia; Chemistry","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003654639,0.0003746659,0.0008488145,0.000231126,0.0003845632,0.00003029592,0.0001810868,0.0008852768,0.001617011],"category_scores_gemma":[0.0005223921,0.0003080749,0.0002032633,0.0002143484,0.0001361847,0.0001339806,0.00004704919,0.001531816,0.00004060973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002361867,"about_ca_system_score_gemma":0.0002851708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008256468,"about_ca_topic_score_gemma":0.00001663461,"domain_scores_codex":[0.9977375,0.0004130552,0.0004622282,0.0006392758,0.0003363202,0.0004115788],"domain_scores_gemma":[0.9970391,0.000736703,0.0006969447,0.0004768091,0.0009591962,0.00009118055],"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":[0.003306,0.0001491819,0.01991714,0.00006112226,0.001126343,0.0004835664,0.001208081,0.000004120003,0.002185614,0.00003962531,0.9586691,0.01285014],"study_design_scores_gemma":[0.001059672,0.00657917,0.1139743,0.00009310002,0.0008346933,0.0002877268,0.0008546506,0.00007307059,0.0009498404,0.000965782,0.8737338,0.0005942432],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.4842411,0.0007643246,0.00002487278,0.5128051,0.0004516344,0.001259603,0.0001031169,0.0001037277,0.0002465022],"genre_scores_gemma":[0.102769,0.00360492,0.0001459042,0.8798228,0.002022183,0.0005148069,0.002271422,0.0001004183,0.008748559],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.3814721,"threshold_uncertainty_score":0.9999371,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03034979441538138,"score_gpt":0.2924160003849396,"score_spread":0.2620662059695582,"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."}}