{"id":"W2759929961","doi":"10.5770/cgj.20.274","title":"Reversing Frailty Levels in Primary Care Using the CARES Model","year":2017,"lang":"en","type":"article","venue":"Canadian Geriatrics Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fraser Health; Nova Scotia Health Authority; Dalhousie University","funders":"Fraser Health Authority","keywords":"Medicine; Primary care; Reversing; Gerontology; Family medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.003299852,0.0003899398,0.0005203665,0.0005248394,0.0005291912,0.0007789648,0.0005808087,0.0003070289,0.002099182],"category_scores_gemma":[0.005342911,0.0001326814,0.0006943094,0.0003903137,0.0004584446,0.0003228351,0.0009525407,0.0004082573,0.000211117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002384691,"about_ca_system_score_gemma":0.005759864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03641467,"about_ca_topic_score_gemma":0.07762644,"domain_scores_codex":[0.9985701,0.0008081335,0.00005003553,0.0001202173,0.0003354586,0.0001160635],"domain_scores_gemma":[0.998514,0.0005733323,0.0002119429,0.0001149815,0.0002044909,0.0003812081],"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":[0.004106617,0.01301478,0.3806542,0.00166768,0.000641781,0.0003868837,0.00468349,0.01524211,0.002169263,0.00479646,0.0131806,0.5594561],"study_design_scores_gemma":[0.00403686,0.0434329,0.7820045,0.001897444,0.001605831,0.0009040426,0.004851986,0.1172106,0.002024335,0.01096685,0.03090039,0.0001643558],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9807489,0.001178438,0.004559503,0.001989846,0.0001019419,0.0007865881,0.0002695986,0.0002101408,0.01015511],"genre_scores_gemma":[0.9900056,0.000486313,0.008104105,0.0002160913,0.00002882883,0.0003433233,0.0001559764,0.000005335371,0.0006544937],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03641467,"threshold_uncertainty_score":0.07240546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07643698947192129,"score_gpt":0.3062527712054382,"score_spread":0.2298157817335169,"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."}}