{"id":"W2047468896","doi":"10.1177/1474515112451804","title":"The development of an Assessment and Intervention Falls Guide for older hospitalized adults with cardiac conditions","year":2012,"lang":"en","type":"article","venue":"European Journal of Cardiovascular Nursing","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton","funders":"","keywords":"Medicine; Intervention (counseling); Risk assessment; Audit; Medical emergency; Medical assessment; Injury prevention; Poison control; Physical therapy; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006819275,0.000128751,0.0003773902,0.0000722137,0.0006140526,0.00002044811,0.0001340401,0.00003417367,0.000001755907],"category_scores_gemma":[0.00004775554,0.00008644558,0.0004446942,0.00007346828,0.00008239601,0.0003312115,0.00002481818,0.000244211,0.000001601052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001340333,"about_ca_system_score_gemma":0.000110817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002201426,"about_ca_topic_score_gemma":0.00000148115,"domain_scores_codex":[0.9965723,0.001808883,0.0008275156,0.0001199836,0.0003680282,0.0003032973],"domain_scores_gemma":[0.9984426,0.0001063228,0.000608205,0.0002491712,0.0004469634,0.000146752],"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":[0.0007219677,0.001293482,0.01456464,0.0009160457,0.007028655,0.00001277168,0.03774345,0.00003349876,0.001732094,0.0008006477,0.002845373,0.9323074],"study_design_scores_gemma":[0.004426437,0.0002780553,0.9524055,0.003313339,0.0006711822,0.00002228327,0.01064195,0.0000234164,0.00003340179,0.00004065341,0.02799966,0.0001441131],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9198915,0.00590061,0.06974933,0.00005588099,0.001211381,0.0006944096,0.000009045035,0.00001328634,0.002474574],"genre_scores_gemma":[0.9806605,0.0002145221,0.01852617,0.00001209767,0.0004456522,0.00001490892,0.00002304281,0.00003573206,0.00006738293],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9378409,"threshold_uncertainty_score":0.4722858,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01941137694382005,"score_gpt":0.3670900404276425,"score_spread":0.3476786634838225,"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."}}