{"id":"W125547277","doi":"10.1016/j.hfc.2014.08.012","title":"Prognosis","year":2014,"lang":"en","type":"review","venue":"Heart Failure Clinics","topic":"Cardiovascular and exercise physiology","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"National Institute for Health and Care Research; U.S. Department of Veterans Affairs","keywords":"Medicine; Heart failure; Harm; Intensive care medicine; Physical therapy; Health benefits; Cardiology; Traditional medicine","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005810161,0.000412402,0.004984369,0.0001405514,0.0000564268,0.0000175498,0.0001294835,0.0008141729,0.0001461245],"category_scores_gemma":[0.0002742849,0.0003075701,0.003923502,0.0002606332,0.00008748782,0.00001994038,0.0001042864,0.0008743313,0.002912804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000470943,"about_ca_system_score_gemma":0.0003825666,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003666393,"about_ca_topic_score_gemma":0.000002375458,"domain_scores_codex":[0.9977467,0.0002297318,0.0008091846,0.0005923709,0.0002498828,0.000372129],"domain_scores_gemma":[0.9981965,0.0002951208,0.0001645537,0.0009979301,0.0001075944,0.0002382737],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002134198,0.00008386555,0.000008584213,0.02452399,0.0005633787,0.0000188224,0.000005729394,9.881026e-8,9.212832e-8,0.00003799988,0.1233641,0.8513719],"study_design_scores_gemma":[0.000300094,0.0001574021,0.000009729107,0.009132084,0.004060459,0.0004525063,0.000002661718,0.000002164413,4.792569e-7,0.00002212028,0.9855912,0.0002691202],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000003542393,0.9973733,0.00002434837,0.0003434701,0.0005652832,0.00109754,0.00001446157,0.0001266574,0.0004514431],"genre_scores_gemma":[0.000006629043,0.994913,0.001803548,0.0004811693,0.001701964,0.0001867317,0.0003400856,0.0001045467,0.0004622547],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.862227,"threshold_uncertainty_score":0.9999377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0486832720409925,"score_gpt":0.3831340219788996,"score_spread":0.3344507499379071,"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."}}