{"id":"W3201529651","doi":"10.51731/cjht.2021.149","title":"Heart Function Clinics for Patients With Heart Failure","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Health Technologies","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Heart failure; Medicine; Guideline; Psychological intervention; Emergency medicine; Intensive care medicine; Internal medicine; Nursing","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":[0.006265201,0.0001429735,0.000942256,0.0005554724,0.0003769543,0.00007654371,0.0002131443,0.0002081186,0.00006680551],"category_scores_gemma":[0.005184432,0.0001568276,0.0001276454,0.0002912116,0.0001025884,0.0003413207,0.00001336071,0.0003267102,0.00007470944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007943497,"about_ca_system_score_gemma":0.003178485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008658997,"about_ca_topic_score_gemma":0.00476764,"domain_scores_codex":[0.9959862,0.0001270858,0.003004017,0.000282555,0.00007430983,0.0005258439],"domain_scores_gemma":[0.9964958,0.0004133103,0.002132735,0.0003675188,0.0004260198,0.0001645634],"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":[0.00003628498,0.0000927474,0.6727893,0.0005729725,0.0001089524,0.000002419178,0.000322788,0.0001335205,3.657032e-7,0.02853451,0.2909137,0.006492406],"study_design_scores_gemma":[0.000918716,0.0006820945,0.06720302,0.0001584173,0.000005441218,0.00001908836,0.002321749,0.00003546638,0.00000336382,0.01934756,0.9091316,0.0001735045],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3241179,0.03686509,0.00976543,0.6252564,0.002080784,0.001110267,0.0005847912,0.0001098022,0.0001094744],"genre_scores_gemma":[0.9643373,0.00008045248,0.01801439,0.01731447,0.00007183352,0.00003356791,0.00003463739,0.0000354084,0.00007794779],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6402194,"threshold_uncertainty_score":0.6395244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1971073669548255,"score_gpt":0.3817221432970112,"score_spread":0.1846147763421857,"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."}}