{"id":"W4210942456","doi":"10.1177/10499091211069626","title":"HeartFull: Feasibility of an Integrated Program of Care for Patients with Advanced Stage of Heart Failure","year":2022,"lang":"en","type":"article","venue":"American Journal of Hospice and Palliative Medicine®","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lunenfeld-Tanenbaum Research Institute; Sinai Health System; University of Toronto","funders":"","keywords":"Medicine; Palliative care; Heart failure; Emergency medicine; Health care; Population; Advance care planning; Emergency department; Intensive care medicine; Internal medicine; Nursing","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":[0.003434043,0.0003607284,0.0003379954,0.0004271985,0.0006860809,0.0006983435,0.0008148786,0.0006418206,0.005578],"category_scores_gemma":[0.005634651,0.0001990736,0.0004846947,0.0003137558,0.0004618829,0.000730885,0.003599393,0.0007854769,0.0003290767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001261633,"about_ca_system_score_gemma":0.00551315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00619787,"about_ca_topic_score_gemma":0.01194079,"domain_scores_codex":[0.9983051,0.0008409998,0.0001011754,0.0001634477,0.0002256858,0.000363705],"domain_scores_gemma":[0.9952731,0.0005841738,0.000452113,0.0001741871,0.0002123615,0.003304043],"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":[0.01328538,0.05268475,0.3914483,0.001060842,0.0003401679,0.0004859009,0.002264242,0.002413298,0.004224778,0.0003163413,0.00685797,0.524618],"study_design_scores_gemma":[0.01116591,0.050815,0.9294458,0.0003023444,0.0001697791,0.0002723572,0.001563451,0.001470406,0.0004986809,0.00009934753,0.004161093,0.00003582854],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922451,0.0002640383,0.0007880991,0.001619794,0.00004718328,0.002728357,0.0002716324,0.00007910338,0.001956625],"genre_scores_gemma":[0.9892559,0.0003016713,0.006069767,0.000771642,0.000172739,0.002258856,0.0005294271,0.000004882051,0.0006351808],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00619787,"threshold_uncertainty_score":0.01866031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01443376662256466,"score_gpt":0.3242769219174798,"score_spread":0.3098431552949151,"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."}}