{"id":"W3205916307","doi":"10.1097/jcn.0000000000000860","title":"The Caregiver Contribution to Heart Failure Self-care Instrument","year":2021,"lang":"en","type":"article","venue":"The Journal of Cardiovascular Nursing","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Public Health Ontario; Ontario Clinical Oncology Group; Hamilton Health Sciences","funders":"","keywords":"Item response theory; Differential item functioning; Reliability (semiconductor); Trait; Test (biology); Medicine; Clinical psychology; Classical test theory; Psychometrics; Computerized adaptive testing; Sample (material); Primary care; Psychology; Family 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":[0.003818816,0.0004871434,0.0005321697,0.001604525,0.0008156268,0.0006309208,0.0007875125,0.0003098879,0.00281462],"category_scores_gemma":[0.008453849,0.0002098889,0.0008539159,0.001198284,0.0003964848,0.0003628941,0.001553526,0.0006551679,0.0003222896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002596933,"about_ca_system_score_gemma":0.004100996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03152193,"about_ca_topic_score_gemma":0.08409758,"domain_scores_codex":[0.9982241,0.0004381645,0.0002451614,0.00009807909,0.0007952192,0.0001992346],"domain_scores_gemma":[0.9953724,0.0008969861,0.001107948,0.0002143066,0.0018095,0.0005989373],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007123859,0.0009076924,0.7884669,0.0006462329,0.0004005471,0.0003553213,0.003715494,0.00151787,0.001147335,0.001169311,0.01275178,0.1882091],"study_design_scores_gemma":[0.00009125865,0.0003878908,0.9867001,0.0001394954,0.00008377144,0.0002626106,0.0008017962,0.00118916,0.0003490154,0.0002631498,0.009693222,0.00003849639],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9755372,0.0009162211,0.002272254,0.0003197406,0.00007914392,0.002786923,0.005189287,0.00008744698,0.01281169],"genre_scores_gemma":[0.9658642,0.001361996,0.01642447,0.0002349985,0.00006872596,0.003478372,0.007956771,0.00001859189,0.004591897],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.03152193,"threshold_uncertainty_score":0.06267691,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008023926121031125,"score_gpt":0.2454907969719049,"score_spread":0.2374668708508738,"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."}}