{"id":"W4281837978","doi":"10.1002/ajum.12302","title":"Surgical applications of ultrasound use in low‐ and <scp>middle‐income</scp> countries: A systematic review","year":2022,"lang":"en","type":"review","venue":"Australasian Journal of Ultrasound in Medicine","topic":"Ultrasound in Clinical Applications","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; MEDLINE; Low and middle income countries; Systematic review; Developing country; Disease; Point of care ultrasound; Ultrasound; Medical physics; Intensive care medicine; Radiology; Pathology","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":[0.007754726,0.001248845,0.00561745,0.01499766,0.0007149745,0.002693762,0.001484014,0.001702308,0.003036437],"category_scores_gemma":[0.03780902,0.001085759,0.006526059,0.0172355,0.001006989,0.002306894,0.001550555,0.0008949605,0.0002381524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003508108,"about_ca_system_score_gemma":0.01295731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009528748,"about_ca_topic_score_gemma":0.02896647,"domain_scores_codex":[0.9901383,0.003009645,0.004151837,0.0006850747,0.001699411,0.0003156607],"domain_scores_gemma":[0.9585888,0.02988474,0.007612849,0.0004847425,0.003062322,0.0003666059],"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":[0.0001256014,0.00001165938,0.002378827,0.9656562,0.005466138,0.0001168144,0.0003191423,0.0000568183,0.0001100294,0.0001086201,0.001076617,0.02457346],"study_design_scores_gemma":[0.0001248068,0.0002077574,0.01182396,0.9261711,0.04651288,0.0006660836,0.0008990375,0.00007809941,0.000192083,0.0001516732,0.01313545,0.00003704346],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002366264,0.9963977,0.00008397025,0.0002367027,0.00006522338,0.0001770368,0.0004197215,0.000005630889,0.0002477746],"genre_scores_gemma":[0.02446707,0.9738602,0.0004855806,0.0004376078,0.00006128951,0.0003585613,0.0002431656,0.000004796195,0.0000815916],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01499766,"threshold_uncertainty_score":0.04101139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0626997069962999,"score_gpt":0.3714944388395452,"score_spread":0.3087947318432453,"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."}}