{"id":"W4250112240","doi":"10.1136/bmj.d2731","title":"Author's reply","year":2011,"lang":"en","type":"article","venue":"BMJ","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Disease; Pediatrics; Indirect costs; Severity of illness; Internal medicine; Emergency medicine; Physical therapy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"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":[0.004689982,0.0007859715,0.00122023,0.0009824852,0.001731103,0.003340567,0.002770819,0.01916282,0.0268387],"category_scores_gemma":[0.05309143,0.000557334,0.001301807,0.0007924036,0.002674584,0.004305447,0.002249984,0.0258113,0.01612754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002204804,"about_ca_system_score_gemma":0.00514665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004029281,"about_ca_topic_score_gemma":0.003946392,"domain_scores_codex":[0.9967437,0.000768546,0.0004673987,0.0006315396,0.001017343,0.0003713795],"domain_scores_gemma":[0.9753361,0.009038742,0.001180703,0.001195136,0.0113318,0.001917478],"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":[0.00002309582,0.000007184974,0.0002446374,0.00005035017,0.000006964088,0.0001963718,0.00006234539,0.00001600576,0.00003446325,0.0005666066,0.995105,0.003686969],"study_design_scores_gemma":[0.00003523225,0.000030509,0.0007288525,0.0002366425,0.00001742181,0.001092828,0.0003929729,0.0001013763,0.0002037137,0.001959924,0.9951556,0.00004494719],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004867472,0.001600111,0.0002248378,0.8511125,0.1430554,0.00003144269,0.0003244777,0.0001672431,0.002997149],"genre_scores_gemma":[0.004142288,0.001441863,0.0004850833,0.931644,0.05091093,0.00008557352,0.0001146876,0.00007617588,0.01109945],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0268387,"threshold_uncertainty_score":0.08978438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1130532482772273,"score_gpt":0.3741784979022402,"score_spread":0.261125249625013,"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."}}