{"id":"W4292487036","doi":"10.1111/trf.17064","title":"Prophylactic platelet transfusions versus no prophylaxis in hospitalized patients with thrombocytopenia: A systematic review with meta‐analysis","year":2022,"lang":"en","type":"review","venue":"Transfusion","topic":"Blood transfusion and management","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Meta-analysis; Platelet transfusion; Platelet; Prophylactic treatment; Intensive care medicine; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009350271,0.00219323,0.01833109,0.004737707,0.0006081858,0.002578082,0.002008851,0.002076791,0.004497701],"category_scores_gemma":[0.02547158,0.001357093,0.03434041,0.005995463,0.0006060255,0.001885513,0.001511125,0.00195529,0.0002905645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002630342,"about_ca_system_score_gemma":0.003305301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006945005,"about_ca_topic_score_gemma":0.01689249,"domain_scores_codex":[0.9929536,0.003256478,0.002142229,0.0006799244,0.0007118041,0.0002559885],"domain_scores_gemma":[0.9875322,0.00915195,0.001871144,0.0003831762,0.0008846424,0.0001768499],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.002430334,0.00003198356,0.002472149,0.5084046,0.4752189,0.0001095991,0.00009594823,0.0004746778,0.0001605445,0.0001850345,0.0007067082,0.009709558],"study_design_scores_gemma":[0.0008456158,0.0001724948,0.002591759,0.03325586,0.9610019,0.00006674877,0.00004202187,0.0002229781,0.00007970746,0.0001947764,0.001501939,0.00002416466],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006143879,0.9911546,0.0006187683,0.000201168,0.0001543274,0.0005864322,0.0007581441,0.00003368266,0.000348959],"genre_scores_gemma":[0.2249404,0.7659731,0.003144632,0.001331614,0.0003052666,0.002478572,0.001212433,0.00004374491,0.0005703125],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01833109,"threshold_uncertainty_score":0.04944956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04798828439076933,"score_gpt":0.3031536248045205,"score_spread":0.2551653404137512,"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."}}