{"id":"W4392513806","doi":"10.1136/bmjopen-2023-078034","title":"Sarcopenia in systemic sclerosis: prevalence and impact—a systematic review and meta-analysis","year":2024,"lang":"en","type":"review","venue":"BMJ Open","topic":"Systemic Sclerosis and Related Diseases","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"West China Hospital, Sichuan University; National Key Research and Development Program of China; Sichuan University","keywords":"Medicine; Sarcopenia; Meta-analysis; Observational study; MEDLINE; Internal medicine; Systematic review; Quality of life (healthcare); Cohort study; Epidemiology; Confounding; Physical therapy","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":[0.01887107,0.003557243,0.02455334,0.01173141,0.0007892833,0.004533436,0.002370477,0.002804064,0.003151874],"category_scores_gemma":[0.04374589,0.002177395,0.04021408,0.01039551,0.0008856147,0.002576421,0.001990013,0.002054492,0.0002709373],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003067321,"about_ca_system_score_gemma":0.005590818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005695048,"about_ca_topic_score_gemma":0.01265625,"domain_scores_codex":[0.9838308,0.007850704,0.0044624,0.001345937,0.002081666,0.0004284588],"domain_scores_gemma":[0.9760819,0.01662809,0.004494455,0.0006302355,0.001880472,0.000284914],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0008897911,0.00002823611,0.003890263,0.5181814,0.4630313,0.0001280407,0.00008103706,0.0004748988,0.0001663832,0.0001126375,0.0004739794,0.01254196],"study_design_scores_gemma":[0.0004487337,0.0002391341,0.004759897,0.07330807,0.9188494,0.0001868626,0.00006162735,0.0002442295,0.000099677,0.0001837941,0.001586883,0.00003171191],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002170218,0.99668,0.000301103,0.0001649287,0.0001019914,0.0002200567,0.0002377323,0.00001420852,0.0001097139],"genre_scores_gemma":[0.08973947,0.9048496,0.00252506,0.0005933805,0.0003022531,0.001287761,0.0005105778,0.00001919047,0.0001727941],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02455334,"threshold_uncertainty_score":0.09980094,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2867467179349234,"score_gpt":0.4793043265656627,"score_spread":0.1925576086307393,"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."}}