{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004989578,0.0001544482,0.0002001321,0.0005830823,0.0004668654,0.0003207671,0.0001911081,0.0002537692,0.001108805],"category_scores_gemma":[0.002101152,0.000139113,0.0002903341,0.0006160209,0.0002911063,0.0002423047,0.0003782622,0.000435718,0.0000494316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000392984,"about_ca_system_score_gemma":0.0006785421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006775021,"about_ca_topic_score_gemma":0.01023907,"domain_scores_codex":[0.9996532,0.0001142321,0.00004698704,0.0000416769,0.0000682861,0.00007568912],"domain_scores_gemma":[0.9989161,0.0001713009,0.0006381631,0.00002640213,0.000077516,0.0001704571],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003260821,0.00004796924,0.9982083,0.00001638035,0.00001678159,0.00008396021,0.0002928879,0.00001809185,0.00004832491,0.000014079,0.00006756765,0.001153061],"study_design_scores_gemma":[0.000003566911,0.00006741092,0.9986291,0.00001671472,0.000008564151,0.0001725973,0.0009121419,0.0000799333,0.00001496799,0.00001747952,0.00007448762,0.000002945466],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995615,0.0001451304,0.00001305832,0.0001040456,0.000002795775,0.000004196367,0.00003654512,6.507029e-7,0.0001321276],"genre_scores_gemma":[0.999858,0.00006331786,0.00002244275,0.0000160251,0.000003025662,0.000002077951,0.00002089575,1.432425e-7,0.00001403226],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006775021,"threshold_uncertainty_score":0.01347119,"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."}}