{"id":"W2948226282","doi":"10.3899/jrheum.190121","title":"GRAPPA 2018 Project Report","year":2019,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Spondyloarthritis Studies and Treatments","field":"Medicine","cited_by":7,"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":[0.01924588,0.001445466,0.000925649,0.003316712,0.001706193,0.00580849,0.003065198,0.001742633,0.2003249],"category_scores_gemma":[0.02593566,0.0007488279,0.001233468,0.003526906,0.000449203,0.002422339,0.005037684,0.002992246,0.1339699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002675565,"about_ca_system_score_gemma":0.02344631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01189735,"about_ca_topic_score_gemma":0.00794018,"domain_scores_codex":[0.9934198,0.002417438,0.0005018536,0.0006782617,0.001826724,0.001155879],"domain_scores_gemma":[0.9829116,0.001728348,0.0008768932,0.001178017,0.007623406,0.005681618],"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":[0.0001279068,0.00006936306,0.000943783,0.0001538889,0.00001275123,0.00003646201,0.00005548976,0.00006690464,0.00002984947,0.002016036,0.9725662,0.02392136],"study_design_scores_gemma":[0.00007526185,0.00004781512,0.001940611,0.0003072135,0.00001273045,0.00006719044,0.00009076166,0.00005250823,0.00007084857,0.0009150152,0.9964123,0.000007715505],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.006042591,0.00766624,0.01064163,0.06862842,0.02072761,0.005127508,0.4967023,0.004621709,0.3798422],"genre_scores_gemma":[0.01887461,0.008614575,0.02452661,0.01136693,0.005047593,0.01535632,0.6879155,0.004174913,0.224123],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2003249,"threshold_uncertainty_score":0.6701535,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01796535417063528,"score_gpt":0.2893241174074471,"score_spread":0.2713587632368118,"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."}}