{"id":"W2520446940","doi":"10.1002/9781118521373.wbeaa195","title":"Care Planning in Frailty","year":2015,"lang":"en","type":"other","venue":"The Encyclopedia of Adulthood and Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Vulnerability (computing); Psychological intervention; Health care; Gerontology; Medicine; Psychology; Computer science; Nursing; Computer security; Political science","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":[0.0001476602,0.0002460644,0.000490675,0.0002125793,0.00002305488,0.000006867979,0.0001475121,0.0001805253,0.0001101219],"category_scores_gemma":[0.0001321312,0.0001696283,0.00004536189,0.0001722087,0.00009666292,0.00002700953,0.0000948834,0.0004366081,0.00001371246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003374473,"about_ca_system_score_gemma":0.0001391221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003941157,"about_ca_topic_score_gemma":0.0001343645,"domain_scores_codex":[0.998879,0.00004866005,0.0002647695,0.0002701079,0.0002814605,0.0002560278],"domain_scores_gemma":[0.9992568,0.0000638953,0.0001585923,0.0003603497,0.00005194671,0.0001084451],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008035915,0.00008978689,0.03783415,0.002659184,0.0001431621,0.0002275254,0.0519778,0.00001100634,0.00005336124,0.00004677652,0.8354869,0.07138997],"study_design_scores_gemma":[0.002180721,0.0001376616,0.007864892,0.007362159,0.0001433729,0.00005217647,0.01019548,0.0000177538,0.00002519116,0.00009702695,0.9716016,0.0003219645],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009607296,0.02544416,0.00000779628,0.0006860593,0.000339897,0.0005081904,0.0000577887,0.0001024418,0.9632463],"genre_scores_gemma":[0.1122681,0.006517495,0.002469478,0.0006002119,0.00266766,0.00005212652,0.0003258177,0.0008110342,0.874288],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1361147,"threshold_uncertainty_score":0.6917241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01794743423266036,"score_gpt":0.2902694599726151,"score_spread":0.2723220257399547,"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."}}