{"id":"W2093453943","doi":"10.4021/cr244w","title":"Using Novel Technology to Determine Mobility Among Hospitalized Heart Failure Patients: A Pilot Study","year":2013,"lang":"en","type":"article","venue":"Cardiology Research","topic":"Frailty in Older Adults","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Heart failure; Internal medicine; Cardiology; Emergency medicine; Intensive care medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001239458,0.0006540897,0.0004036054,0.0005304855,0.0004371473,0.0003690161,0.0003192319,0.0005539348,0.0008313051],"category_scores_gemma":[0.001929308,0.0001932227,0.0004700517,0.0003061094,0.0003144134,0.0005329369,0.0004517893,0.0005468521,0.000301336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002443269,"about_ca_system_score_gemma":0.0004486232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001737652,"about_ca_topic_score_gemma":0.002526256,"domain_scores_codex":[0.9993762,0.0003106319,0.00004887068,0.00007648325,0.0001003385,0.00008750086],"domain_scores_gemma":[0.999086,0.0002222483,0.0001481012,0.00006338589,0.0002538378,0.0002265231],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002707773,0.009249278,0.9453638,0.0001005456,0.0001285633,0.0004859458,0.001194191,0.0001502249,0.01093378,0.00002416511,0.0002272052,0.02943445],"study_design_scores_gemma":[0.0006753162,0.05203291,0.94232,0.0000232769,0.0001114871,0.0007804041,0.001450356,0.0009076875,0.001197134,0.00003430847,0.0004416061,0.00002551892],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991885,0.00005691775,0.000291518,0.00002929906,0.000006713529,0.0001658509,0.00006851052,0.000004735311,0.0001879837],"genre_scores_gemma":[0.997223,0.0001314219,0.001777048,0.00008216805,0.00002523876,0.0003510659,0.000234104,0.000002390523,0.0001735262],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001737652,"threshold_uncertainty_score":0.006554961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1097362670728626,"score_gpt":0.4037906378022487,"score_spread":0.2940543707293861,"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."}}