{"id":"W3030777068","doi":"10.3899/jrheum.200123","title":"Proceedings of the 2019 GRAPPA Collaborative Research Network Meeting","year":2020,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Biosimilars and Bioanalytical Methods","field":"Immunology and Microbiology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital","funders":"","keywords":"Medicine; Library science; Medical physics; Family medicine; Medical education","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":[0.01966139,0.001101662,0.0008914677,0.002107241,0.001852849,0.005341219,0.001760259,0.004243779,0.07160702],"category_scores_gemma":[0.01474161,0.0005761925,0.001165046,0.001092093,0.000781005,0.001635766,0.00541773,0.004522458,0.02774321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003916604,"about_ca_system_score_gemma":0.01246725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00428332,"about_ca_topic_score_gemma":0.01177929,"domain_scores_codex":[0.9910903,0.004193447,0.0005219812,0.0007252565,0.002286844,0.001182226],"domain_scores_gemma":[0.9851109,0.001769242,0.0008882042,0.0006193827,0.00452361,0.007088756],"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":[0.0004459188,0.0001493899,0.001117487,0.0003435338,0.00005724665,0.0003023364,0.0001452974,0.0001610463,0.0006308994,0.001870078,0.9177176,0.0770592],"study_design_scores_gemma":[0.0000617258,0.00007542138,0.001451489,0.0003888977,0.0000211861,0.0001866348,0.000180803,0.0001766371,0.0002400142,0.001070736,0.9961295,0.00001699505],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.009456779,0.04101212,0.01350058,0.4655443,0.2691682,0.002596296,0.00964144,0.000840435,0.1882398],"genre_scores_gemma":[0.07186683,0.0407971,0.03389397,0.08663594,0.08440179,0.00429431,0.03033911,0.001064962,0.646706],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.07160702,"threshold_uncertainty_score":0.2395493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04010457553831966,"score_gpt":0.3177630868884238,"score_spread":0.2776585113501042,"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."}}