{"id":"W4382399827","doi":"10.1177/20543581231183369","title":"North American Weight Management Programs for People Living With Chronic Kidney Disease: An Environmental Scan","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Kidney Health and Disease","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"St Joseph's Health Care; Lawson Health Research Institute; Institute for Clinical Evaluative Sciences; Western University","funders":"","keywords":"Weight management; Medicine; Weight loss; Kidney disease; Population; Obesity; Gerontology; Environmental health; 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":[0.001388306,0.0002247337,0.0002613064,0.004580549,0.001376481,0.0008858544,0.0005884262,0.0006007156,0.006128831],"category_scores_gemma":[0.005187931,0.0002188267,0.0003768702,0.007796939,0.0003634903,0.001636457,0.001395677,0.0004845282,0.0002757656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001445824,"about_ca_system_score_gemma":0.007763746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03751944,"about_ca_topic_score_gemma":0.1572704,"domain_scores_codex":[0.9992468,0.0002460158,0.0001089428,0.00008200834,0.0002395836,0.00007661387],"domain_scores_gemma":[0.9930276,0.004283358,0.001085925,0.0001375748,0.001091186,0.000374324],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000320344,0.000496783,0.219348,0.02906685,0.0002981606,0.001685026,0.01142774,0.0003251412,0.001330246,0.002289721,0.07730646,0.6561055],"study_design_scores_gemma":[0.0001296219,0.0003631408,0.6242719,0.04460236,0.0007821447,0.001934744,0.03350085,0.0004435186,0.000753954,0.001242534,0.2919145,0.00006076742],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.6476212,0.1541647,0.002387166,0.04116071,0.0004709853,0.00188384,0.04437116,0.0003678009,0.1075724],"genre_scores_gemma":[0.7712893,0.1623085,0.02100529,0.01510158,0.0003069224,0.004069971,0.01834665,0.0000877118,0.007483916],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.03751944,"threshold_uncertainty_score":0.07460213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00865577984248628,"score_gpt":0.2457304637380276,"score_spread":0.2370746838955413,"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."}}