{"id":"W3005491818","doi":"10.3899/jrheum.200129","title":"GRAPPA 2019 Project Report","year":2020,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Geophysics and Gravity Measurements","field":"Earth and Planetary Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Women's College Hospital; University of Toronto","funders":"National Institute for Health and Care Research","keywords":"Medicine; MEDLINE; Medical physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01649685,0.001724123,0.001068878,0.004469008,0.001454931,0.005890128,0.003053263,0.002091042,0.2609754],"category_scores_gemma":[0.03113123,0.0009357057,0.00183442,0.004836239,0.0004234042,0.002393796,0.005204379,0.00309065,0.1706315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002326715,"about_ca_system_score_gemma":0.0192647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01518503,"about_ca_topic_score_gemma":0.01130435,"domain_scores_codex":[0.9941719,0.002278504,0.0004911991,0.0005693992,0.001647497,0.0008414889],"domain_scores_gemma":[0.9861385,0.002180042,0.0009294119,0.00120274,0.006065852,0.003483529],"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":[0.0001605987,0.00002911329,0.0005968995,0.000286503,0.00003181946,0.00003297794,0.00002715855,0.00009426563,0.00003387561,0.00192246,0.9803208,0.01646364],"study_design_scores_gemma":[0.0001040257,0.00003567602,0.00148511,0.0003971049,0.00003137361,0.00005829009,0.00004398615,0.00008539447,0.00007348361,0.001330495,0.9963425,0.00001249321],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.002125583,0.005081261,0.007465629,0.03320048,0.01485604,0.002367327,0.7156664,0.004577535,0.2146597],"genre_scores_gemma":[0.01008206,0.005107147,0.016392,0.009083355,0.003356979,0.005724718,0.827434,0.00398529,0.1188344],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2609754,"threshold_uncertainty_score":0.8730496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03340668695060289,"score_gpt":0.2380128187007331,"score_spread":0.2046061317501302,"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."}}