{"id":"W4380291718","doi":"10.3389/fmed.2023.1059735","title":"Comparison of short and long forms of the Flinders program of chronic disease SELF-management for participants starting SGLT-2 inhibitors for congestive heart failure (SELFMAN-HF): protocol for a prospective, observational study","year":2023,"lang":"en","type":"article","venue":"Frontiers in Medicine","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Heart failure; Medicine; Observational study; Ejection fraction; Canadian Cardiovascular Society; Decompensation; Disease management; Concordance; Intensive care medicine; Clinical endpoint; Disease; Internal medicine; Clinical trial; Angina; Myocardial infarction","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":[0.04645489,0.003324393,0.005671247,0.002631399,0.002988546,0.002667613,0.002759283,0.004009448,0.03720479],"category_scores_gemma":[0.03492624,0.002448342,0.005086408,0.003067436,0.002092388,0.002349939,0.001954343,0.003968217,0.006892591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005419948,"about_ca_system_score_gemma":0.01507625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004429231,"about_ca_topic_score_gemma":0.005420366,"domain_scores_codex":[0.979226,0.01238431,0.00365005,0.001680861,0.001631668,0.001427197],"domain_scores_gemma":[0.9771531,0.005713081,0.004233986,0.003003716,0.007735451,0.002160696],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.7683153,0.05187687,0.01602993,0.02844242,0.003442816,0.0004942763,0.002769749,0.003733477,0.002486353,0.005632785,0.04704963,0.06972653],"study_design_scores_gemma":[0.7168533,0.1011378,0.06555234,0.01038754,0.002218383,0.0001933631,0.001836731,0.004621458,0.002012935,0.004758715,0.08992521,0.0005023031],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.005226009,0.0001538683,0.001214604,0.0001077456,0.0001339902,0.9893328,0.003072143,0.00003761534,0.0007211337],"genre_scores_gemma":[0.001797582,0.00003881162,0.001124495,0.00004135358,0.00001185284,0.9965231,0.0003455313,0.000002785974,0.0001144312],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.04645489,"threshold_uncertainty_score":0.2456799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09431865625115311,"score_gpt":0.4196003502131688,"score_spread":0.3252816939620157,"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."}}