{"id":"W4389247201","doi":"10.3899/jrheum.2023-0803","title":"Dr Singer et al reply","year":2023,"lang":"en","type":"letter","venue":"The Journal of Rheumatology","topic":"Hematological disorders and diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Group for Research in Decision Analysis","funders":"","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":[],"consensus_categories":[],"category_scores_codex":[0.004403567,0.0009506702,0.001433549,0.001043657,0.002899661,0.003482623,0.002813414,0.03739638,0.008574071],"category_scores_gemma":[0.044502,0.0008222688,0.001246685,0.0009354602,0.003024453,0.004414944,0.001672444,0.03328755,0.009073921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003265405,"about_ca_system_score_gemma":0.004365962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002833434,"about_ca_topic_score_gemma":0.002504249,"domain_scores_codex":[0.9958929,0.001151922,0.000603932,0.0006473198,0.00116956,0.0005344707],"domain_scores_gemma":[0.9861624,0.005471343,0.001116703,0.0005002901,0.004723998,0.002025282],"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":[0.00001481316,0.00000944621,0.0003031712,0.0000442376,0.000008419175,0.0009848534,0.00008523143,0.00002080523,0.00003638615,0.0003961868,0.9950833,0.003013056],"study_design_scores_gemma":[0.0001037488,0.000058467,0.001061448,0.0005603296,0.00004413918,0.009050894,0.0007625145,0.0002422302,0.0003000657,0.003419927,0.9842987,0.00009751569],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003651407,0.001633918,0.00007485962,0.9360374,0.06069473,0.00001025802,0.00004725504,0.00005682325,0.001079586],"genre_scores_gemma":[0.004160422,0.001497267,0.0001289728,0.9214685,0.0695501,0.0000348764,0.00002857697,0.00003279555,0.003098384],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03739638,"threshold_uncertainty_score":0.02868313,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03823314907834225,"score_gpt":0.3144229187268808,"score_spread":0.2761897696485385,"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."}}