{"id":"W3213103880","doi":"10.1016/j.transci.2021.103307","title":"Apheresis Nursing & Allied Health in North America","year":2021,"lang":"en","type":"review","venue":"Transfusion and Apheresis Science","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation","funders":"","keywords":"Apheresis; Medicine; Nursing; Family medicine; Intensive care medicine; Immunology; Platelet","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001473054,0.0005537571,0.002725056,0.0005867075,0.00207997,0.00005574996,0.0007073438,0.0003480768,0.00172133],"category_scores_gemma":[0.0001555256,0.0004421173,0.0002981226,0.003778918,0.000633007,0.0002398213,0.0001524893,0.001527507,0.0001870662],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001295621,"about_ca_system_score_gemma":0.01272095,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001847669,"about_ca_topic_score_gemma":0.02049227,"domain_scores_codex":[0.9935806,0.001280863,0.00164536,0.001271847,0.0006824005,0.001538882],"domain_scores_gemma":[0.9969979,0.0008678581,0.0005273793,0.0007584803,0.0001385158,0.000709892],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009026553,0.00008236715,0.0001923295,0.007816238,0.000008175932,0.000006985458,0.00206552,3.064493e-7,0.000001097777,0.0001540725,0.01000461,0.9796593],"study_design_scores_gemma":[0.0003500534,0.00003960315,0.0008662032,0.01426085,0.00006413997,0.000005685391,0.0008690919,0.000001957433,6.901058e-8,0.00002808098,0.9831075,0.0004067332],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000203628,0.983767,0.0001522615,0.003582317,0.0007135849,0.001750656,0.0001009795,0.0001022996,0.009627255],"genre_scores_gemma":[0.00001226734,0.9899959,0.00131672,0.0069524,0.0001323239,0.0001435545,0.0001031031,0.00005326551,0.001290442],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9792525,"threshold_uncertainty_score":0.9998031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1389051638745857,"score_gpt":0.4948747013932226,"score_spread":0.3559695375186369,"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."}}