{"id":"W3012330377","doi":"10.1186/s12913-020-5003-3","title":"Validation of the patient assessment of chronic illness care (PACIC) short form scale in heart transplant recipients: the international cross-sectional bright study","year":2020,"lang":"en","type":"article","venue":"BMC Health Services Research","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Cliniques Universitaires Saint-Luc; Medizinischen Hochschule Hannover; George Washington University; European Commission; Inselspital, Universitätsspital Bern; Astellas Pharma; Università di Bologna; International Transplant Nurses Society; Astellas Pharma Europe; Schweizerische Akademie der Medizinischen Wissenschaften; International Society for Heart and Lung Transplantation; Astellas Pharma US; U.S. Department of Veterans Affairs","keywords":"Medicine; Health administration; Chronic care; Health care; Scale (ratio); Family medicine; Nursing; Public health; Chronic disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001721581,0.0001049168,0.0002813082,0.0001307267,0.0002173624,0.00002965918,0.0003660088,0.00005659348,0.00008062204],"category_scores_gemma":[0.000014654,0.00006175535,0.00009769267,0.0005791986,0.00008885438,0.0001085774,0.00007230081,0.0004092021,0.000001552953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003949185,"about_ca_system_score_gemma":0.0009226101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001120439,"about_ca_topic_score_gemma":0.00217835,"domain_scores_codex":[0.9964632,0.000599997,0.0007280412,0.0002916,0.001635536,0.0002816393],"domain_scores_gemma":[0.9986864,0.0003007324,0.0001115897,0.0002947373,0.000493868,0.0001127257],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000344673,0.0002944443,0.9731758,0.001735368,0.00002613759,0.0000010607,0.02256672,0.0003253252,0.0003882703,0.00003027754,0.000002802066,0.001109151],"study_design_scores_gemma":[0.001227904,0.0007154587,0.985137,0.0003751304,0.00001038682,0.000005703879,0.007325008,0.001743658,0.003163883,0.00001045937,0.0002339264,0.00005146707],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958777,0.0001617782,0.0002438081,0.00119019,0.0002957524,0.001927299,0.0001322606,0.0000094371,0.0001618161],"genre_scores_gemma":[0.9986442,0.00008972641,0.0006218344,0.0002987117,0.0001120154,0.0001108411,0.00009645554,0.00001247175,0.00001368755],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01524171,"threshold_uncertainty_score":0.251831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08682660042348231,"score_gpt":0.4839624862498299,"score_spread":0.3971358858263476,"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."}}