{"id":"W4246847454","doi":"10.3899/jrheum.190105","title":"Introduction","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":"Ottawa Public Health; University of Ottawa; Institute for Work & Health; University of Toronto; Ottawa Hospital","funders":"European League Against Rheumatism","keywords":"Medicine","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00206695,0.000761901,0.0005621714,0.0009548668,0.001650603,0.004035231,0.002022073,0.002698977,0.3835109],"category_scores_gemma":[0.007205342,0.000269398,0.0006649817,0.000774317,0.0009101658,0.002219079,0.002741896,0.002830744,0.197282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001861806,"about_ca_system_score_gemma":0.004517645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003181571,"about_ca_topic_score_gemma":0.003477353,"domain_scores_codex":[0.9981074,0.0003751484,0.00009665688,0.0004186328,0.0007505652,0.0002516092],"domain_scores_gemma":[0.9969208,0.0004342595,0.0001477731,0.0003173321,0.001358546,0.0008212459],"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":[0.0001265168,0.0001345171,0.001541627,0.0004503819,0.00001133169,0.0006186312,0.0005606345,0.0001233216,0.000667158,0.02760579,0.6900492,0.278111],"study_design_scores_gemma":[0.00001003316,0.00004062347,0.0007535043,0.0002628012,0.000004661763,0.0006546147,0.0002401685,0.0000402336,0.0001511953,0.004391236,0.9934418,0.000009037176],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006602816,0.01208676,0.01837,0.06246909,0.03036428,0.0008961308,0.006987915,0.002071884,0.8601511],"genre_scores_gemma":[0.03275368,0.008973067,0.01155281,0.02666574,0.005501214,0.0006847497,0.005955988,0.0007409226,0.9071717],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6164891,"threshold_uncertainty_score":0.8793468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008030006708781557,"score_gpt":0.2482265732400235,"score_spread":0.240196566531242,"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."}}