{"id":"W3001896555","doi":"10.1101/2020.01.15.20017657","title":"Therapeutic use of blood products for the treatment of autoimmune hemolytic anemia: A network meta-analysis protocol","year":2020,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Blood groups and transfusion","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Hematocrit; Autoimmune hemolytic anemia; Anemia; Medicine; Hemoglobin; Red blood cell; Adverse effect; Reticulocyte; Meta-analysis; Blood transfusion; Hemolytic anemia; Hypoxia (environmental); Hemolysis; Immunology; Bilirubin; Internal medicine; Oxygen; Biology; Chemistry","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":[0.01134583,0.002044561,0.006571474,0.002330628,0.0005156238,0.002072958,0.001725961,0.001879413,0.01418603],"category_scores_gemma":[0.03172857,0.0009564757,0.02223066,0.002696348,0.0005034344,0.001329573,0.001621409,0.002114946,0.0009109396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001794269,"about_ca_system_score_gemma":0.002299884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005890843,"about_ca_topic_score_gemma":0.007712557,"domain_scores_codex":[0.9903037,0.006031864,0.001266477,0.001419171,0.0006273186,0.000351513],"domain_scores_gemma":[0.9904531,0.006008426,0.001420534,0.0009302106,0.0009451423,0.0002426086],"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":[0.03384205,0.0001237601,0.01424381,0.2211283,0.6838362,0.0002146884,0.0001692969,0.004950863,0.0009683128,0.00164782,0.01982717,0.01904774],"study_design_scores_gemma":[0.02687061,0.0009923259,0.02160097,0.01986713,0.9027601,0.0001328142,0.00007219497,0.003452962,0.0005006323,0.0041175,0.01952007,0.0001126589],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"protocol","genre_scores_codex":[0.1014517,0.4285039,0.04756308,0.008347519,0.00479152,0.1010312,0.285317,0.001787805,0.02120641],"genre_scores_gemma":[0.6326374,0.05641714,0.0231948,0.005633572,0.0008451937,0.2267403,0.04715331,0.0003796649,0.006998651],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.01418603,"threshold_uncertainty_score":0.06000322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1847340353208444,"score_gpt":0.3425857996448001,"score_spread":0.1578517643239557,"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."}}