{"id":"W3157736819","doi":"10.1371/journal.pone.0251409","title":"Direct health system costs for systemic lupus erythematosus patients in Alberta, Canada","year":2021,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health; University of Calgary; University of Alberta","funders":"","keywords":"Medicine; Ambulatory; Health care; Ambulatory care; Indirect costs; Systemic lupus erythematosus; Disease; Emergency medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0006561005,0.0003502808,0.0005426932,0.001986846,0.001862557,0.002076986,0.001208271,0.000439756,0.003318497],"category_scores_gemma":[0.002798358,0.0003368569,0.0007372575,0.006350835,0.0005205602,0.000446359,0.0008552644,0.001091257,0.0002228808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06335025,"about_ca_system_score_gemma":0.0477852,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9964498,"about_ca_topic_score_gemma":0.9974219,"domain_scores_codex":[0.9985807,0.0001344467,0.0001105957,0.0001009015,0.0005898318,0.000483478],"domain_scores_gemma":[0.9979376,0.0002191405,0.0004508023,0.00003974513,0.0007178851,0.000634842],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003264089,0.000113993,0.9594529,0.000247912,0.0002939413,0.0008027173,0.0006871894,0.002408256,0.000202533,0.001131991,0.01488077,0.01945134],"study_design_scores_gemma":[0.00005862465,0.00004407893,0.9928492,0.0001514729,0.00009067623,0.0002901838,0.001448714,0.001558687,0.00004417327,0.0001491212,0.003280376,0.00003465388],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9508523,0.004207957,0.0001672944,0.00230137,0.00007040471,0.0001457871,0.02987449,0.00003389366,0.01234648],"genre_scores_gemma":[0.9850968,0.002167979,0.0003374812,0.0005513011,0.00003189973,0.0000415974,0.008842737,0.000008923721,0.00292139],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06335025,"threshold_uncertainty_score":0.4596403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02867415398355301,"score_gpt":0.2609571198377119,"score_spread":0.2322829658541589,"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."}}