{"id":"W3175075345","doi":"10.22605/rrh6497","title":"Psychosocial predictors of adverse outcomes in rural heart failure caregivers","year":2021,"lang":"en","type":"article","venue":"Rural and Remote Health","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychosocial; Heart failure; Medicine; Adverse effect; Gerontology; Psychology; Nursing; Psychiatry; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004946176,0.0001782286,0.0001862359,0.0005033379,0.0006448799,0.0003981977,0.0001744053,0.0001755449,0.002664396],"category_scores_gemma":[0.003181526,0.0001183297,0.0001592811,0.0004570043,0.0002965556,0.0002244562,0.0005435096,0.0002790938,0.000177045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002622431,"about_ca_system_score_gemma":0.0004221977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009370127,"about_ca_topic_score_gemma":0.009804274,"domain_scores_codex":[0.9998173,0.00006741168,0.00001549229,0.00002379621,0.00003332112,0.00004258326],"domain_scores_gemma":[0.9985554,0.000225126,0.0007206883,0.00004096163,0.000198796,0.0002590986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004842795,0.00004473457,0.9963322,0.0000235019,0.00001060266,0.0001028589,0.0006152031,0.00003449729,0.00006489603,0.0000138356,0.0001719046,0.002537403],"study_design_scores_gemma":[0.000006643045,0.0000896924,0.9964946,0.00002452664,0.000008242024,0.0002467486,0.002668082,0.0001228816,0.0000270769,0.00004568911,0.0002626069,0.000003291163],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993697,0.0001198963,0.00002892741,0.00007790286,0.000002959566,0.000006930175,0.00007876869,0.000001199718,0.000313707],"genre_scores_gemma":[0.9997708,0.00007612682,0.00002762937,0.00001320973,0.000002923027,0.000006125943,0.00004665488,3.471676e-7,0.0000561226],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009370127,"threshold_uncertainty_score":0.01863116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01000644566077626,"score_gpt":0.2851769000020278,"score_spread":0.2751704543412515,"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."}}