{"id":"W2948842847","doi":"10.1111/trf.15382","title":"Outpatient transfusions: time to study what matters to patients","year":2019,"lang":"en","type":"letter","venue":"Transfusion","topic":"Blood transfusion and management","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Quest University Canada; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00692703,0.000608979,0.001513481,0.0009126107,0.009298343,0.008755517,0.001595735,0.05170309,0.01732821],"category_scores_gemma":[0.04283338,0.0009520906,0.001013355,0.001048882,0.004478622,0.006450412,0.002663213,0.05116631,0.007868193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009148838,"about_ca_system_score_gemma":0.01652016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0103512,"about_ca_topic_score_gemma":0.03458482,"domain_scores_codex":[0.9931839,0.002910727,0.0008681497,0.0004326072,0.001400585,0.001203896],"domain_scores_gemma":[0.9519124,0.01861431,0.003601819,0.001218504,0.007786661,0.01686628],"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":[0.00002629998,0.00005362837,0.001308591,0.00004519723,0.00001218643,0.001022397,0.0002537339,0.00002294155,0.00007449817,0.00121246,0.9882997,0.007668387],"study_design_scores_gemma":[0.00016373,0.0001132537,0.006995668,0.001593536,0.0000660591,0.003961256,0.007358891,0.0002673644,0.0001203463,0.01893672,0.9603051,0.0001179617],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002425093,0.0008810257,0.00003376772,0.9889343,0.007885403,0.000004171362,0.00001197923,0.000008198188,0.001998467],"genre_scores_gemma":[0.00521059,0.002026188,0.0002680407,0.9316628,0.05444387,0.00003534753,0.00002868378,0.00003856366,0.00628589],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05170309,"threshold_uncertainty_score":0.06637979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01303718624898633,"score_gpt":0.243229416079514,"score_spread":0.2301922298305277,"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."}}