{"id":"W2125781773","doi":"","title":"Realigning training with need: A case for mandatory family medicine resident experience in community-based care of the frail elderly.","year":2014,"lang":"en","type":"article","venue":"PubMed","topic":"Frailty in Older Adults","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of British Columbia Hospital","funders":"","keywords":"Gerontology; Vulnerability (computing); Cognition; Medicine; Training (meteorology); Cognitive training; Family medicine; Psychiatry; Computer science; Computer security","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0009160191,0.0006148243,0.0004883771,0.00142881,0.007652252,0.001665968,0.001825302,0.00492916,0.00483657],"category_scores_gemma":[0.006371376,0.0003867208,0.0007048008,0.001318299,0.001749567,0.00277311,0.002556333,0.006013951,0.000444066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002682026,"about_ca_system_score_gemma":0.003617422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0189539,"about_ca_topic_score_gemma":0.06045202,"domain_scores_codex":[0.9987813,0.0002651411,0.00007729576,0.0001312367,0.000245907,0.000499222],"domain_scores_gemma":[0.9969646,0.0008300976,0.0006032268,0.00009207057,0.0002472,0.001262744],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005285748,0.0002223694,0.05203244,0.00008643371,0.00001833214,0.9058185,0.01856764,0.00008213174,0.0004282242,0.003299025,0.01085717,0.008534928],"study_design_scores_gemma":[0.000009655156,0.00009371481,0.02189102,0.0004403181,0.00002665292,0.9309486,0.03482126,0.0006055458,0.0001468187,0.002030072,0.008937829,0.0000486072],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.8498977,0.003998771,0.002675145,0.1000424,0.001738844,0.0002371136,0.0002257674,0.00009081214,0.04109331],"genre_scores_gemma":[0.9860113,0.001453961,0.001758104,0.007441567,0.0007685117,0.00003333163,0.00006374453,0.00003641703,0.002433166],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.0189539,"threshold_uncertainty_score":0.03768712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08373076761722006,"score_gpt":0.3033994940601081,"score_spread":0.2196687264428881,"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."}}