{"id":"W4411890737","doi":"10.1016/j.jhsg.2025.100775","title":"Integrating Point-of-Care Ultrasound in Hand Clinic: A Systematic Review and Meta-Analysis","year":2025,"lang":"en","type":"review","venue":"Journal of Hand Surgery Global Online","topic":"Ultrasound in Clinical Applications","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"Hospital for Sick Children","keywords":"Meta-analysis; Point of care ultrasound; Point (geometry); Point of care; Point-of-care testing; Ultrasound; Medicine; Medical physics; Radiology; Nursing; Mathematics; Internal medicine; Pathology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01980636,0.002853491,0.0179265,0.007571911,0.0007989107,0.003719718,0.002513567,0.002642008,0.002793011],"category_scores_gemma":[0.05127587,0.001690147,0.03744513,0.009315952,0.0009359051,0.002113973,0.001662126,0.001767204,0.0002806479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002994342,"about_ca_system_score_gemma":0.004880387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008591804,"about_ca_topic_score_gemma":0.01749244,"domain_scores_codex":[0.9853449,0.00672131,0.004168991,0.00160804,0.001725588,0.0004311446],"domain_scores_gemma":[0.958882,0.030584,0.00615676,0.001132743,0.002841054,0.0004034963],"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":[0.001573251,0.00004046923,0.009544358,0.4558411,0.5182288,0.0001184896,0.0001108927,0.0004483119,0.0001853483,0.00009502458,0.0005260335,0.01328801],"study_design_scores_gemma":[0.0003679594,0.000194664,0.005442542,0.03074442,0.961903,0.00008584657,0.00004524595,0.000188014,0.00009463183,0.00009494776,0.0008155152,0.00002326802],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004929229,0.9934325,0.0005418606,0.0001753053,0.0000909983,0.0003021584,0.0003373029,0.00002239036,0.0001683307],"genre_scores_gemma":[0.1904883,0.801859,0.003479937,0.0009864062,0.0002920339,0.001795454,0.0008335027,0.00003160334,0.0002337956],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01980636,"threshold_uncertainty_score":0.1047473,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1084632147325612,"score_gpt":0.4435288373094379,"score_spread":0.3350656225768767,"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."}}