{"id":"W2134777153","doi":"","title":"Care of the elderly training: Implications for family medicine.","year":2009,"lang":"en","type":"article","venue":"PubMed","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"St Mary's Hospital Centre","funders":"","keywords":"Medicine; Family medicine; Geriatrics; Economic shortage; Service (business); MEDLINE; Nursing; Government (linguistics); Psychiatry","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":[0.0002114126,0.00005268238,0.0001164283,0.0000384067,0.00008083565,0.000002523165,0.0002619441,0.000065186,0.00001293212],"category_scores_gemma":[0.0001142106,0.00003397458,0.00005243736,0.0001150713,0.0001314026,0.00001170226,0.000008241157,0.00009161393,0.000002312746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001370875,"about_ca_system_score_gemma":0.00002058907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000301792,"about_ca_topic_score_gemma":0.00001597894,"domain_scores_codex":[0.9993296,0.00004960832,0.0001298158,0.0001449623,0.00006128421,0.0002847533],"domain_scores_gemma":[0.999339,0.0001421682,0.00004659091,0.0003406089,0.00008182094,0.00004976418],"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":[0.00002351442,0.00002281777,0.004696852,0.000004523591,0.0000238053,1.575178e-7,0.007508855,2.179494e-7,0.00002633462,0.02269041,0.02378662,0.9412159],"study_design_scores_gemma":[0.0004693916,0.00009665309,0.9755421,0.000002644231,0.00001659508,0.000003651344,0.005198671,3.866646e-7,0.00001170574,0.003271044,0.01535105,0.00003609505],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5099902,0.003471774,0.001151598,0.07879168,0.0007637611,0.002090552,0.00004403599,0.00008312467,0.4036133],"genre_scores_gemma":[0.9946377,0.000001321404,0.00003589059,0.0004879031,0.0001100259,0.001017627,0.000004864827,0.00000507881,0.003699633],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9708453,"threshold_uncertainty_score":0.1385443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1855723837029579,"score_gpt":0.402110814528347,"score_spread":0.2165384308253891,"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."}}