{"id":"W2611307569","doi":"10.3899/jrheum.170153","title":"GRAPPA 2016 Project Report","year":2017,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Single-cell and spatial transcriptomics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute for Health and Care Research","keywords":"Medicine; Medical physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.02346006,0.002077314,0.001004218,0.003798192,0.001812388,0.006319175,0.003211565,0.002532797,0.1323878],"category_scores_gemma":[0.02837237,0.000953618,0.001728529,0.003610707,0.000546133,0.002944534,0.006775932,0.00369309,0.1240872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003117684,"about_ca_system_score_gemma":0.03219695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01451475,"about_ca_topic_score_gemma":0.009357544,"domain_scores_codex":[0.9921795,0.002190372,0.0006983743,0.0008270164,0.002631604,0.001473087],"domain_scores_gemma":[0.9770691,0.001438631,0.001428714,0.001367627,0.0110124,0.007683561],"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":[0.0002132045,0.00009018686,0.001441088,0.0002528268,0.00002385406,0.00006028827,0.00005438894,0.0001509583,0.00008545792,0.002067101,0.9648384,0.03072227],"study_design_scores_gemma":[0.00007263117,0.00006739512,0.002575575,0.0004099957,0.00002014455,0.00008714003,0.00007683411,0.00007184561,0.0001714347,0.001012811,0.9954212,0.00001291033],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.006375378,0.01231493,0.01207458,0.09601875,0.03701489,0.005439098,0.481583,0.004669799,0.3445096],"genre_scores_gemma":[0.0213494,0.01436282,0.02591457,0.01700742,0.007707484,0.01271436,0.6650816,0.004452304,0.23141],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1323878,"threshold_uncertainty_score":0.4428813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02104236770383304,"score_gpt":0.2771400271441682,"score_spread":0.2560976594403351,"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."}}