{"id":"W2904107717","doi":"10.2147/ppa.s181604","title":"Improving safety and efficiency in care: multi-stakeholders&amp;rsquo; perceptions associated with a peritoneal dialysis virtual care solution","year":2018,"lang":"en","type":"article","venue":"Patient Preference and Adherence","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sinai Health System; London Health Sciences Centre; Women's College Hospital; University Health Network; University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Thematic analysis; Peritoneal dialysis; Blueprint; Context (archaeology); Health care; Nursing; Qualitative research; Patient safety; Surgery; Engineering","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":[0.00009040076,0.0002013429,0.0002969284,0.0001486995,0.0002516603,0.00006209845,0.00006562689,0.0000773569,0.00006492976],"category_scores_gemma":[0.0001087475,0.0001509463,0.00004956995,0.0003188405,0.0002618602,0.0001390577,0.0001080462,0.000145641,0.000009447264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001228419,"about_ca_system_score_gemma":0.00008798943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006645144,"about_ca_topic_score_gemma":0.003323113,"domain_scores_codex":[0.9985513,0.00007981562,0.0002826087,0.0004878506,0.0002961399,0.0003022609],"domain_scores_gemma":[0.9992519,0.00003208148,0.0001161219,0.0002079114,0.0002219069,0.0001700713],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009736848,0.001213524,0.446518,0.0004810157,0.0002085319,0.0000264881,0.09705893,0.0001239006,0.008479685,0.0001238931,0.00003739968,0.444755],"study_design_scores_gemma":[0.003869452,0.003460493,0.9540547,0.0009843814,0.0005473226,0.000003214126,0.02914171,0.007035221,0.0002089184,0.000004281696,0.0001898033,0.0005005334],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964817,0.0004360907,0.001626567,0.00002835791,0.000052954,0.000535164,0.00004788216,0.00003870637,0.0007525841],"genre_scores_gemma":[0.9990705,0.0001125432,0.0003742003,0.0000653941,0.00003063784,0.00005161467,0.0001595269,0.0000115935,0.000124039],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5075366,"threshold_uncertainty_score":0.615541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05645610939588078,"score_gpt":0.2682359703486845,"score_spread":0.2117798609528037,"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."}}