{"id":"W3213895268","doi":"10.1177/08968608211056242","title":"Representativeness of the PDOPPS cohort compared to the Australian PD population","year":2021,"lang":"en","type":"article","venue":"Peritoneal Dialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"National Health and Medical Research Council","keywords":"Representativeness heuristic; Medicine; Cohort; Population; Demography; Peritoneal dialysis; Biobank; Concordance; Socioeconomic status; Record linkage; Cohort study; Informed consent; Family medicine; Surgery; Internal medicine; Environmental health; Pathology; Psychology","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":[0.006818544,0.0001962543,0.000421322,0.001330145,0.0009698286,0.001029323,0.0009926287,0.0004987075,0.00142177],"category_scores_gemma":[0.01844125,0.0002990567,0.0006314068,0.001194478,0.000543637,0.0007743071,0.002216216,0.0006177448,0.0002981679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008799779,"about_ca_system_score_gemma":0.001357184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04162414,"about_ca_topic_score_gemma":0.02645905,"domain_scores_codex":[0.9938262,0.002287387,0.0007673941,0.001195668,0.001535688,0.0003876811],"domain_scores_gemma":[0.9937661,0.0008530002,0.001888861,0.001184931,0.001687895,0.0006193065],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001462967,0.00004009252,0.9896591,0.00008295243,0.0001563052,0.0001518398,0.003181173,0.000143035,0.000496093,0.0002461583,0.001014214,0.00468277],"study_design_scores_gemma":[0.00001267491,0.0001303326,0.9954691,0.00005939604,0.00004836339,0.0002931613,0.001302557,0.0003576667,0.0001352276,0.0001312112,0.002051351,0.000008977643],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935743,0.0003532534,0.001546991,0.0004508425,0.00003975368,0.0003926335,0.002131726,0.00001057472,0.00149984],"genre_scores_gemma":[0.9962813,0.0002177882,0.0009166463,0.0002578994,0.00002183998,0.000556243,0.00125722,0.000006294217,0.0004847124],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04162414,"threshold_uncertainty_score":0.08276367,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02381250830373638,"score_gpt":0.3252457595416579,"score_spread":0.3014332512379215,"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."}}