{"id":"W4411902048","doi":"10.1186/s12871-025-03187-8","title":"Effects of sedatives on diaphragm activity monitored by ultrasound: a systematic review and meta-analysis","year":2025,"lang":"en","type":"review","venue":"BMC Anesthesiology","topic":"Ultrasound in Clinical Applications","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Anesthesiology; Medicine; Meta-analysis; Pain medicine; Medical physics; Anesthesia; Internal medicine","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":[0.01526144,0.003424541,0.02115495,0.008243906,0.0006609622,0.003518184,0.002230917,0.002147691,0.00344056],"category_scores_gemma":[0.02761421,0.001648033,0.0435974,0.007458649,0.0006228196,0.002038257,0.001598756,0.001874699,0.0002964078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002864771,"about_ca_system_score_gemma":0.004356388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005304496,"about_ca_topic_score_gemma":0.01237414,"domain_scores_codex":[0.9914841,0.003574315,0.002687596,0.0007520556,0.001195445,0.00030645],"domain_scores_gemma":[0.9852652,0.01064063,0.002081463,0.0004845063,0.001342115,0.000186053],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001585815,0.00004230854,0.002323695,0.4702438,0.5085186,0.0001372382,0.00007707842,0.0005833388,0.0002579078,0.0001447335,0.0005601126,0.01552547],"study_design_scores_gemma":[0.0003419002,0.0001897688,0.002455933,0.03097394,0.9637876,0.00009384458,0.00004026025,0.0001798186,0.0001338569,0.0001575346,0.001622417,0.00002306796],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002731802,0.9957705,0.0005063966,0.0001467895,0.00009795687,0.000292991,0.0002834817,0.00001996668,0.0001500819],"genre_scores_gemma":[0.0728315,0.9212983,0.002679267,0.000657352,0.0002569312,0.001328209,0.0006559949,0.00002536805,0.0002670653],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02115495,"threshold_uncertainty_score":0.08071119,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06919196695212887,"score_gpt":0.4003008853296181,"score_spread":0.3311089183774892,"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."}}