{"id":"W4397042363","doi":"10.1681/asn.20233411s1425c","title":"Patient Questions Related to Peritoneal Dialysis: An Analysis of Online Search Data","year":2023,"lang":"en","type":"article","venue":"Journal of the American Society of Nephrology","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Peritoneal dialysis; Medicine; Intensive care medicine; Urology; Medical physics; Internal medicine","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":[0.01696193,0.0007059183,0.001526281,0.04163216,0.0008796347,0.002996617,0.001150198,0.001417555,0.002671455],"category_scores_gemma":[0.1262028,0.0003614383,0.001690111,0.04037666,0.0009833904,0.003338106,0.002705087,0.0008521862,0.001200176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001983012,"about_ca_system_score_gemma":0.003282425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007750075,"about_ca_topic_score_gemma":0.01104454,"domain_scores_codex":[0.9737784,0.008670028,0.008677366,0.002279558,0.005585803,0.001008827],"domain_scores_gemma":[0.699055,0.2516918,0.02728478,0.004179908,0.01594593,0.00184265],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002362089,0.0006183214,0.7260952,0.05059093,0.00198689,0.003735144,0.02583046,0.002558282,0.004641782,0.003303643,0.05195023,0.1263271],"study_design_scores_gemma":[0.000227958,0.0005053869,0.8688729,0.006691911,0.00124572,0.00583574,0.02330331,0.008180079,0.002191711,0.002274719,0.08041369,0.0002568247],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7859815,0.01204492,0.002310519,0.001975131,0.00008197986,0.001103058,0.1920636,0.000322737,0.00411661],"genre_scores_gemma":[0.7779711,0.005808466,0.01209933,0.001320467,0.0001236529,0.002139233,0.1990358,0.0002292954,0.001272583],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04163216,"threshold_uncertainty_score":0.08970433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08209217856684349,"score_gpt":0.4847727899837729,"score_spread":0.4026806114169294,"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."}}