{"id":"W2604319167","doi":"10.1016/j.transci.2017.03.014","title":"Considerations in pediatrics","year":2017,"lang":"en","type":"editorial","venue":"Transfusion and Apheresis Science","topic":"Child and Adolescent Health","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Apheresis Group","funders":"","keywords":"Apheresis; Medicine; Pediatrics; Intensive care medicine; Theme (computing); Section (typography); MEDLINE; Computer science; Immunology","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001855674,0.0002200735,0.0003917122,0.0002895031,0.003584279,0.00008808001,0.0003589325,0.0005631819,0.0004586166],"category_scores_gemma":[0.001936354,0.0001855273,0.00004607823,0.0002669724,0.0005128898,0.0002407759,0.0001127738,0.001758171,0.00006448296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001205329,"about_ca_system_score_gemma":0.004284543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001213567,"about_ca_topic_score_gemma":0.009289686,"domain_scores_codex":[0.9971442,0.0001953842,0.0005303984,0.0006651539,0.0008223705,0.000642476],"domain_scores_gemma":[0.9975173,0.00125938,0.0002283623,0.0004711537,0.0002349967,0.000288803],"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":[0.000017237,0.00005113164,0.0036424,0.0004101463,7.87523e-7,0.00001007863,0.001916239,4.497045e-7,0.0001184572,0.0005647921,0.9918707,0.001397565],"study_design_scores_gemma":[0.00238742,0.00006900723,0.03228825,0.001803306,0.00003485543,9.741429e-7,0.001328605,0.00003818403,0.00001164982,0.001753211,0.9597211,0.0005633931],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.02989194,0.001013874,0.00002430784,0.002258284,0.9449788,0.00122312,0.0002183258,0.00009032811,0.02030105],"genre_scores_gemma":[0.1179353,0.02503406,0.0003570475,0.0008669575,0.8499761,0.00002215542,0.00004477275,0.00005622671,0.005707353],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.09500265,"threshold_uncertainty_score":0.9977129,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04434990172939826,"score_gpt":0.4134506115326783,"score_spread":0.36910070980328,"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."}}