{"id":"W2806660910","doi":"10.19082/6853","title":"Resilience and therapeutic regimen compliance in patients undergoing hemodialysis in hospitals of Hamedan, Iran","year":2018,"lang":"en","type":"article","venue":"Electronic physician","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Shahid; Regimen; Hemodialysis; Internal medicine; Dialysis; Kidney disease; Logistic regression; Physical therapy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001581257,0.0001150674,0.000321645,0.0001528771,0.00002758417,0.000008690787,0.00008826554,0.00002620322,0.000007217056],"category_scores_gemma":[0.00001789005,0.000100454,0.00005740706,0.0004991251,0.0001255633,0.000054672,0.00003741816,0.00009593958,0.000007754591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001419169,"about_ca_system_score_gemma":0.00006690764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005708577,"about_ca_topic_score_gemma":0.0002404994,"domain_scores_codex":[0.9988959,0.00004932388,0.0002327765,0.0002679024,0.0002148135,0.0003392133],"domain_scores_gemma":[0.9995503,0.00003061793,0.00009709568,0.0002394533,0.00003767499,0.00004483909],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001219549,0.003062579,0.6680208,0.0005671715,0.0005988582,0.00001409349,0.004385321,0.0001161963,0.01148159,0.008894975,0.0002349433,0.3014039],"study_design_scores_gemma":[0.002458323,0.0009366315,0.98935,0.0003981757,0.00009685159,1.136841e-7,0.0001553889,0.001072602,0.002395966,0.002755647,0.0002334651,0.0001468436],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945037,0.000594382,0.00003607659,0.0003709731,0.00001891421,0.0002974356,9.860564e-7,0.000009162627,0.004168392],"genre_scores_gemma":[0.9991288,0.00008979556,0.00002653543,0.0005978186,0.00003799487,0.00001123223,0.000006087834,0.00001140698,0.00009032608],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3213291,"threshold_uncertainty_score":0.4096397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01056786608295637,"score_gpt":0.262567776728606,"score_spread":0.2519999106456496,"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."}}