{"id":"W6927456959","doi":"10.26044/essr2018/p-0080","title":"Think Spondyloarthropathy!","year":2019,"lang":"en","type":"article","venue":"European Society of Radiology","topic":"Spondyloarthritis Studies and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Nova Scotia Department of Health and Wellness","funders":"","keywords":"Process (computing); Work (physics); Identification (biology); Natural (archaeology); Perspective (graphical)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.005704314,0.000763421,0.001026628,0.002157247,0.001449229,0.003597915,0.000664982,0.008409374,0.01877842],"category_scores_gemma":[0.0194012,0.000536362,0.0007691925,0.00117943,0.004272671,0.008479236,0.002403158,0.01088196,0.00877027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001242284,"about_ca_system_score_gemma":0.00398635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003683703,"about_ca_topic_score_gemma":0.008771124,"domain_scores_codex":[0.9969001,0.001029429,0.0005607196,0.0002674137,0.0008612898,0.0003811331],"domain_scores_gemma":[0.984884,0.005280449,0.001301807,0.0006424705,0.004936626,0.002954587],"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":[0.00005013102,0.00003908742,0.002390865,0.0003382665,0.0000308681,0.0003242705,0.0002048765,0.00002358459,0.000182365,0.003713014,0.9571147,0.03558788],"study_design_scores_gemma":[0.00007682847,0.00005181363,0.007224524,0.001903803,0.00005890243,0.003444781,0.00175003,0.00003101357,0.00007861867,0.01320786,0.9721361,0.00003562998],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0006386105,0.05115059,0.0002485946,0.8787584,0.05886795,0.000007339775,0.0001046845,0.00003504792,0.01018871],"genre_scores_gemma":[0.01510581,0.06169321,0.001314524,0.7334269,0.1606694,0.00006116444,0.0002246474,0.00008749503,0.02741681],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01877842,"threshold_uncertainty_score":0.06282008,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01199268650561634,"score_gpt":0.2412593390353477,"score_spread":0.2292666525297314,"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."}}