{"id":"W2560290743","doi":"10.3390/jcm5120113","title":"Diaphragm Dysfunction: Diagnostic Approaches and Management Strategies","year":2016,"lang":"en","type":"review","venue":"Journal of Clinical Medicine","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":228,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Hôtel-Dieu de Montréal","funders":"","keywords":"Medicine; Diaphragm (acoustics); Intensive care medicine; Diaphragmatic breathing; Weakness; Diaphragm muscle; Physical medicine and rehabilitation; Pathology; Surgery; Alternative medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009979673,0.001213455,0.001594337,0.002907195,0.0003800072,0.001239089,0.001368813,0.001599887,0.003929846],"category_scores_gemma":[0.002107232,0.0002374609,0.001006486,0.001009085,0.0006142199,0.001547166,0.0009556258,0.002320656,0.001424097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006557357,"about_ca_system_score_gemma":0.001599508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00114876,"about_ca_topic_score_gemma":0.001973006,"domain_scores_codex":[0.9995297,0.0001033379,0.0001059172,0.00007407386,0.0001504575,0.00003642247],"domain_scores_gemma":[0.9994098,0.0002677001,0.00009454336,0.00001485385,0.000160955,0.00005207684],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008994405,0.0001209837,0.001478134,0.01808822,0.0001787857,0.001212964,0.0001172218,0.0006734201,0.0009240208,0.003231338,0.02698428,0.9469007],"study_design_scores_gemma":[0.0001235431,0.0004129324,0.01143327,0.08960566,0.001003159,0.04055075,0.0008182687,0.001416304,0.001486313,0.01783819,0.8351665,0.0001450444],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002381581,0.9963611,0.0006376733,0.001272341,0.0002600642,0.00001379073,0.00002978148,0.00001261073,0.001174526],"genre_scores_gemma":[0.003374743,0.9927571,0.001790703,0.0006395695,0.0008425438,0.00002570524,0.00009285133,0.000003414821,0.0004733397],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003929846,"threshold_uncertainty_score":0.0131467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2747695495000977,"score_gpt":0.4626689849038251,"score_spread":0.1878994354037274,"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."}}