{"id":"W2543380750","doi":"10.1080/17434440.2016.1254038","title":"Emerging point-of-care technologies for sickle cell disease screening and monitoring","year":2016,"lang":"en","type":"review","venue":"Expert Review of Medical Devices","topic":"Hemoglobinopathies and Related Disorders","field":"Medicine","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Hospital for Sick Children","funders":"National Center for Advancing Translational Sciences; Division of Civil, Mechanical and Manufacturing Innovation; National Heart, Lung, and Blood Institute; Doris Duke Charitable Foundation","keywords":"Intensive care medicine; Medicine; Modalities; Disease; Newborn screening; Point of care; Disease monitoring; Disadvantaged; Risk analysis (engineering); Pediatrics; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006007168,0.0004242164,0.002761653,0.0001753304,0.00006709462,0.00000730702,0.0004099396,0.0005059553,0.00009935542],"category_scores_gemma":[0.001664694,0.0002341498,0.0007766596,0.0002595769,0.0002719304,0.00006431917,0.0002500863,0.0003839326,0.000004798332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003112622,"about_ca_system_score_gemma":0.000359347,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006934269,"about_ca_topic_score_gemma":2.515936e-7,"domain_scores_codex":[0.9971161,0.0000849181,0.001205206,0.0004597627,0.0008035718,0.0003304499],"domain_scores_gemma":[0.9979343,0.0004590756,0.000652479,0.0004846383,0.0001652374,0.0003042038],"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":[0.000006199755,0.00002451297,0.0000153101,0.3748053,0.00007849921,0.00001290177,0.00004042497,1.736015e-9,4.347009e-7,0.00002248767,0.0005977239,0.6243962],"study_design_scores_gemma":[0.0002630789,0.00006496481,9.653365e-7,0.4496568,0.0005502027,0.000009041824,0.0004542548,0.000001279084,0.00001067473,0.000004279947,0.548849,0.0001354701],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000003857659,0.9948529,0.0002083336,0.002661017,0.000332147,0.001603304,0.00003075825,0.00008978634,0.0002179243],"genre_scores_gemma":[0.000022803,0.9976852,0.001502526,0.0001488236,0.0002583946,0.0002380272,0.00004983092,0.00005634346,0.00003803633],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6242608,"threshold_uncertainty_score":0.9548352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02174895405065068,"score_gpt":0.3715402728767809,"score_spread":0.3497913188261302,"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."}}