{"id":"W4404216838","doi":"10.21037/aob-24-21","title":"A dose of platelets: getting it just right","year":2024,"lang":"en","type":"article","venue":"Annals of Blood","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Platelet; 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":[0.003972488,0.0005820079,0.0007332101,0.0008268782,0.001978247,0.005318495,0.0008988685,0.003285982,0.0274857],"category_scores_gemma":[0.03197993,0.0002925319,0.0004271423,0.0006059151,0.001745193,0.005490928,0.001901825,0.006770671,0.01678508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001037443,"about_ca_system_score_gemma":0.002815649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001136352,"about_ca_topic_score_gemma":0.001768528,"domain_scores_codex":[0.9956936,0.001793879,0.0005331075,0.0002368522,0.001479016,0.0002634962],"domain_scores_gemma":[0.9904854,0.002559226,0.001388495,0.0005187485,0.002729115,0.002319078],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003374401,0.0003391546,0.006625941,0.0008417157,0.00004867111,0.0009446905,0.0009830133,0.00007902686,0.001256924,0.007660357,0.6294999,0.3513833],"study_design_scores_gemma":[0.0001444752,0.0006100975,0.009076918,0.003525714,0.0001076014,0.005513672,0.002676567,0.0003244694,0.002398716,0.02145234,0.9540784,0.00009107108],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01235326,0.05658883,0.01062116,0.8070681,0.02961317,0.0002112663,0.0002457128,0.001055847,0.08224268],"genre_scores_gemma":[0.215585,0.1314623,0.05863785,0.418343,0.04463718,0.0004774547,0.0008089174,0.001054902,0.1289934],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0274857,"threshold_uncertainty_score":0.09194881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07489970573950391,"score_gpt":0.3610963156848258,"score_spread":0.2861966099453219,"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."}}