{"id":"W6926425597","doi":"10.25384/sage.24588360","title":"sj-docx-1-cjk-10.1177_20543581231212134 – Supplemental material for Patient Care Gaps Prior to Maintenance Dialysis Initiation: A Population-Based Retrospective Study","year":2023,"lang":"en","type":"article","venue":"Sage Journals Data","topic":"Microbial Natural Products and Biosynthesis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Retrospective cohort study; Dialysis; Patient care; Kidney disease; Health care; Disease","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001212426,0.0005842341,0.0007642345,0.003035354,0.001074948,0.002023634,0.001478484,0.001399504,0.7677149],"category_scores_gemma":[0.01565524,0.0007037689,0.0005196232,0.00390433,0.0002859195,0.001400129,0.000925997,0.001280498,0.2252332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001253004,"about_ca_system_score_gemma":0.001834998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01571607,"about_ca_topic_score_gemma":0.02015155,"domain_scores_codex":[0.9988636,0.0001384071,0.0003203155,0.0001997229,0.0003228977,0.0001550748],"domain_scores_gemma":[0.9855128,0.006173489,0.002105512,0.001060024,0.004044524,0.001103625],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0002793808,0.00009016522,0.004680811,0.0005247835,0.00001813044,0.00007022249,0.00003603684,0.00006096463,0.0001707758,0.000256154,0.9851604,0.008652184],"study_design_scores_gemma":[0.002190359,0.0003083547,0.1211068,0.002243328,0.0001324735,0.001083116,0.0008208186,0.0007931179,0.001510633,0.002369927,0.8672763,0.0001648267],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.002386465,0.0001213552,0.0004024871,0.0006291197,0.0002659962,0.0002881522,0.9851019,0.0005942638,0.01021025],"genre_scores_gemma":[0.02346538,0.0004789604,0.002963893,0.00156056,0.0006107903,0.001995843,0.9175375,0.0008516097,0.05053547],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7677149,"threshold_uncertainty_score":0.3313264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03204592016776075,"score_gpt":0.3186785346811021,"score_spread":0.2866326145133413,"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."}}