{"id":"W7119504423","doi":"10.3760/cma.j.cn121430-20250731-00414","title":"[Summary of the best evidence for diaphragmatic function training in mechanically ventilated patients].","year":2025,"lang":"zh","type":"other","venue":"PubMed","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Diaphragmatic breathing; Training (meteorology); Function (biology); Best evidence; Mechanical ventilation; Breathing","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":[0.008111098,0.00163668,0.005686433,0.0162957,0.0007116008,0.003491496,0.002417704,0.003279925,0.012575],"category_scores_gemma":[0.03921473,0.0009785864,0.00565437,0.01063375,0.0007584868,0.002409843,0.001750131,0.001894613,0.001985877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003173444,"about_ca_system_score_gemma":0.01229999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006431722,"about_ca_topic_score_gemma":0.01345712,"domain_scores_codex":[0.9935364,0.00170386,0.002807478,0.0003738872,0.001438324,0.0001399895],"domain_scores_gemma":[0.9796003,0.01162314,0.005162435,0.0003138824,0.002882786,0.0004175736],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001911991,0.00002235679,0.0004832742,0.8656636,0.003911673,0.00008431631,0.00009872713,0.00009784156,0.0001683022,0.0005483244,0.01891659,0.1098137],"study_design_scores_gemma":[0.0002533605,0.0002186125,0.003225762,0.9198471,0.02020343,0.0002716381,0.0001034561,0.00006851738,0.0001713359,0.0007433878,0.05486443,0.00002894164],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002467653,0.9944582,0.0002093236,0.001623461,0.0007616496,0.0003002805,0.001321671,0.00002486052,0.001053835],"genre_scores_gemma":[0.005299048,0.9881967,0.00178641,0.002316007,0.0003671606,0.0007043626,0.001021646,0.00001111951,0.0002975379],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0162957,"threshold_uncertainty_score":0.04289615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06233622174661382,"score_gpt":0.2746673724785754,"score_spread":0.2123311507319615,"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."}}