{"id":"W4379599819","doi":"10.1136/bmjopen-2022-068188","title":"Tolerability of bedtime diuretics: a prospective cohort analysis","year":2023,"lang":"en","type":"article","venue":"BMJ Open","topic":"Urinary Bladder and Prostate Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Manitoba; McMaster University; Alberta Health Services; University of British Columbia; College of Family Physicians of Canada; University of Calgary; University of Alberta","funders":"Canadian Institutes of Health Research; Alberta Innovates; University of Alberta","keywords":"Bedtime; Medicine; Nocturia; Diuretic; Morning; Tolerability; Prospective cohort study; Internal medicine; Pediatrics; Adverse effect; Urinary system","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0038549,0.0005012949,0.0005674941,0.0006386802,0.0009285971,0.0008617008,0.0008802237,0.0007121042,0.002256797],"category_scores_gemma":[0.005031989,0.0005054541,0.001673025,0.001271773,0.0005080487,0.000681436,0.0006400583,0.000861338,0.0002892099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001009605,"about_ca_system_score_gemma":0.001522844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04216305,"about_ca_topic_score_gemma":0.05035543,"domain_scores_codex":[0.9977583,0.0005372934,0.0002086204,0.000539518,0.0005644739,0.0003917801],"domain_scores_gemma":[0.9952117,0.0006149635,0.00213564,0.0007526252,0.0006852534,0.0005998666],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002514291,0.0001164225,0.9951851,0.00003042863,0.0005099007,0.00004436892,0.00009671629,0.00004473811,0.0001511215,0.00001419933,0.0001209205,0.001171924],"study_design_scores_gemma":[0.000152565,0.0006849454,0.998444,0.000009588483,0.0002038749,0.0000687151,0.00008837508,0.0001316892,0.00004577914,0.0000126889,0.000147408,0.00001049005],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981501,0.000289072,0.0001575681,0.00002575692,0.000009336618,0.00007287961,0.001038299,0.000003385487,0.000253698],"genre_scores_gemma":[0.9988782,0.00007834939,0.0001209865,0.00003047551,0.00000827725,0.00004074559,0.000700677,0.000002300713,0.0001400417],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04216305,"threshold_uncertainty_score":0.08383524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09876119241957823,"score_gpt":0.4723418873137739,"score_spread":0.3735806948941957,"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."}}