{"id":"W1968869863","doi":"10.1007/s12160-008-9050-y","title":"A Modeling Intervention in Heart Failure","year":2008,"lang":"en","type":"article","venue":"Annals of Behavioral Medicine","topic":"Cardiovascular and exercise physiology","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Self-efficacy; Randomized controlled trial; Heart failure; Physical therapy; Medicine; Coping (psychology); Health psychology; Intervention (counseling); Internal medicine; Psychology; Clinical psychology; Public health; Psychotherapist; Psychiatry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008859091,0.00046539,0.0005427313,0.0002757596,0.0004220526,0.0003045021,0.0004621379,0.0007559814,0.008758754],"category_scores_gemma":[0.002190867,0.0001460868,0.000664434,0.0001823668,0.0002217804,0.0002826276,0.0005972608,0.0007964916,0.0002964688],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003686267,"about_ca_system_score_gemma":0.0007797668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001209439,"about_ca_topic_score_gemma":0.001783356,"domain_scores_codex":[0.9995284,0.0002559354,0.00003397391,0.00006056932,0.00005452177,0.00006655532],"domain_scores_gemma":[0.9992224,0.0003964541,0.0001159273,0.00002528555,0.00002141796,0.0002185637],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.07508136,0.1151765,0.0155197,0.007559215,0.001246984,0.0002199432,0.00126977,0.001454227,0.005028325,0.001147254,0.007312451,0.7689842],"study_design_scores_gemma":[0.2630509,0.4259269,0.2492121,0.005437262,0.003570099,0.0005939214,0.001369924,0.006752284,0.004799608,0.002889598,0.03626902,0.0001285411],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9848475,0.005483906,0.001005732,0.0019613,0.0003422424,0.001253427,0.0002280263,0.0001354075,0.004742444],"genre_scores_gemma":[0.9879267,0.003473396,0.003827395,0.0008167598,0.0002077238,0.002195122,0.0002120681,0.000006233362,0.001334584],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008758754,"threshold_uncertainty_score":0.02930093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1287444788869422,"score_gpt":0.3930906615223371,"score_spread":0.2643461826353949,"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."}}