{"id":"W4255830111","doi":"10.1093/geront/gnv343.07","title":"PROVIDERS’ PERCEPTIONS OF INSTITUTIONAL, PATIENT, AND FAMILY BARRIERS TO HEART FAILURE SELF-MANAGEMENT","year":2015,"lang":"en","type":"article","venue":"The Gerontologist","topic":"Cardiac Health and Mental Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; University of Alberta","funders":"","keywords":"Perception; Heart failure; Business; Nursing; Psychology; Medicine; Cardiology","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":[0.0002750437,0.00008708582,0.0002020193,0.00005025335,0.0001534812,0.000006671377,0.00004614663,0.00004267509,0.00001335819],"category_scores_gemma":[0.00009426873,0.0000588709,0.00004154253,0.0001023602,0.0001609447,0.00004207628,0.0000580392,0.0000954611,0.00002558532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000195518,"about_ca_system_score_gemma":0.000345455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007777285,"about_ca_topic_score_gemma":0.0002123957,"domain_scores_codex":[0.9991421,0.0000582563,0.0002021267,0.0001600823,0.0002129115,0.0002245704],"domain_scores_gemma":[0.998995,0.00002662529,0.00003772172,0.0002340929,0.00006271625,0.0006438093],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002416368,0.0007133501,0.2369304,0.002011094,0.0002395437,0.0000636714,0.04645424,0.0001155888,0.00122761,0.008537497,0.6675269,0.03376376],"study_design_scores_gemma":[0.003451922,0.002288324,0.416973,0.000200087,0.0002018309,0.0002737067,0.06484137,0.00004581093,0.0001018341,0.0001577208,0.5112237,0.0002407317],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9753656,0.0003882959,0.0001039937,0.01388247,0.0001903156,0.001169805,0.00002018735,0.00005057413,0.008828741],"genre_scores_gemma":[0.9903709,0.00004770487,0.003468935,0.005870299,0.00004407605,0.00007250209,0.00001004023,0.000005598673,0.0001099343],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1800426,"threshold_uncertainty_score":0.2400686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03193119395581558,"score_gpt":0.3203214828869377,"score_spread":0.2883902889311221,"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."}}