{"id":"W2955542084","doi":"10.3899/jrheum.190123","title":"GRAPPA Trainees Symposium 2018: A Report from the GRAPPA 2018 Annual Meeting","year":2019,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Spondyloarthritis Studies and Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psoriatic arthritis; Medicine; Psoriasis; Rheumatology; Dermatology; Family medicine; Medical physics; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.009660969,0.001106546,0.0006668781,0.002250148,0.001758206,0.004034863,0.001296767,0.002352692,0.04209254],"category_scores_gemma":[0.01024917,0.0005177559,0.001094745,0.002076929,0.0003474496,0.002018978,0.0046478,0.004747533,0.02567187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002286538,"about_ca_system_score_gemma":0.01297512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008341085,"about_ca_topic_score_gemma":0.0179582,"domain_scores_codex":[0.9955868,0.0008236156,0.0002576699,0.0002126912,0.001994942,0.001124344],"domain_scores_gemma":[0.9858314,0.0006171899,0.0007962788,0.0001331295,0.005461271,0.007160675],"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":[0.0001103512,0.00009275856,0.001321949,0.0003741459,0.00001711917,0.0001119065,0.0001930132,0.00005605782,0.0001088185,0.00018865,0.9650243,0.03240092],"study_design_scores_gemma":[0.000030588,0.00008583208,0.005078573,0.0006052134,0.00001831048,0.00009388149,0.0005278594,0.00004172192,0.0001418589,0.0001013765,0.9932579,0.00001694137],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.02703224,0.07406209,0.005560889,0.3570353,0.3419744,0.003012128,0.05579425,0.00178895,0.1337398],"genre_scores_gemma":[0.08300844,0.1363417,0.01127166,0.08022636,0.1270988,0.005929472,0.09624796,0.002596925,0.4572787],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.04209254,"threshold_uncertainty_score":0.1408135,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01040307611774519,"score_gpt":0.2476861978782121,"score_spread":0.237283121760467,"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."}}