{"id":"W6995268711","doi":"","title":"Journey 2050","year":2019,"lang":"en","type":"article","venue":"UNI ScholarWorks (University of Northern Iowa)","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Best practice; Work (physics); Key (lock); Productivity","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001086815,0.0005471566,0.0003175139,0.0004146039,0.004880924,0.005601618,0.0009920199,0.002005273,0.3514672],"category_scores_gemma":[0.002540608,0.0002980497,0.000580019,0.0003669682,0.0006997622,0.002710323,0.007739565,0.003522747,0.1820457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001914159,"about_ca_system_score_gemma":0.005898706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00529774,"about_ca_topic_score_gemma":0.02134386,"domain_scores_codex":[0.9993168,0.0001546625,0.00002023388,0.00007914871,0.000136814,0.0002923938],"domain_scores_gemma":[0.9970221,0.00005130634,0.0000319982,0.00007879935,0.0004566517,0.002359233],"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":[0.00008610705,0.0001289099,0.0007160436,0.00008149661,0.000004511058,0.0001525179,0.001151178,0.00008361891,0.0003263107,0.007758283,0.9376072,0.05190384],"study_design_scores_gemma":[0.0000046658,0.00003710088,0.0002479111,0.00003212611,9.472017e-7,0.00005645874,0.0008415586,0.00001806527,0.00005354151,0.0007041967,0.9979985,0.000004842323],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01613058,0.001484932,0.004164606,0.05164138,0.01047834,0.0005198537,0.005423665,0.00319088,0.9069658],"genre_scores_gemma":[0.0383988,0.00136498,0.005922945,0.01216551,0.0004241792,0.0004218955,0.00571083,0.001175014,0.9344158],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3514672,"threshold_uncertainty_score":0.9250534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01005314014249807,"score_gpt":0.2017874177649155,"score_spread":0.1917342776224175,"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."}}