{"id":"W4284968399","doi":"10.1002/pmic.202200118","title":"A review of mass spectrometry‐based analyses to understand COVID‐19 convalescent plasma mechanisms of action","year":2022,"lang":"en","type":"review","venue":"PROTEOMICS","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"University of Sharjah","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Convalescent plasma; Coronavirus; Pneumonia; Intensive care medicine; Medicine; 2019-20 coronavirus outbreak; Identification (biology); Disease; Virology; Biology; Infectious disease (medical specialty); Pathology; Internal 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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002362691,0.0004279346,0.003953167,0.0007408911,0.000081945,0.000008630025,0.0003913629,0.0001824344,0.001144131],"category_scores_gemma":[0.04617266,0.000339057,0.00117257,0.001722556,0.0001560366,0.0000242466,0.0003267555,0.0008187759,0.0000150818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002256392,"about_ca_system_score_gemma":0.004210184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005593893,"about_ca_topic_score_gemma":0.000005758786,"domain_scores_codex":[0.9956918,0.0005316089,0.00157803,0.0006508514,0.001162246,0.0003854667],"domain_scores_gemma":[0.9930021,0.004287335,0.00112382,0.0008765464,0.0002306581,0.0004795511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002955136,0.0002954377,0.000002894433,0.9448789,0.000973901,0.0000325702,0.00001941865,0.00001488742,0.0005404786,0.0002283071,0.0006662394,0.0520515],"study_design_scores_gemma":[0.001086195,0.001830636,8.071029e-7,0.114854,0.00378088,0.000006559565,0.00007524126,0.00007042995,0.0009614955,0.0005068151,0.8764671,0.0003598268],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000001535536,0.8906454,0.1006259,0.001278025,0.00009557745,0.006917404,0.0003115865,0.00003620332,0.00008832569],"genre_scores_gemma":[0.00001737182,0.9820326,0.01572385,0.001439595,0.00005450506,0.0004419954,0.0001272608,0.00005930858,0.0001034928],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8758008,"threshold_uncertainty_score":0.9999061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4648249074122925,"score_gpt":0.5619555846493176,"score_spread":0.09713067723702512,"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."}}