{"id":"W2107658823","doi":"10.1086/523010","title":"Similar Challenges with Retention in Care Issues","year":2007,"lang":"en","type":"letter","venue":"Clinical Infectious Diseases","topic":"Retirement, Disability, and Employment","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Hip and Knee Clinic; University of Calgary","funders":"U.S. Department of Veterans Affairs","keywords":"Medicine; Intensive care medicine","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009826249,0.0003532745,0.0006902785,0.0001624096,0.0003122304,0.0001237799,0.0003370786,0.001017835,0.0003155105],"category_scores_gemma":[0.001031578,0.0003063422,0.000409042,0.000248373,0.001180356,0.0001632232,0.00007294644,0.001125742,0.00009045933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004438108,"about_ca_system_score_gemma":0.0003192124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001994734,"about_ca_topic_score_gemma":0.01692807,"domain_scores_codex":[0.995685,0.001122023,0.0007671384,0.0008713147,0.0008664043,0.0006881307],"domain_scores_gemma":[0.9978476,0.0008256218,0.0002850613,0.000540898,0.0002612263,0.0002395792],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003887595,0.0006211646,0.6399906,0.0007007072,0.000111066,0.000230412,0.002767373,0.000004467983,3.285953e-8,0.000248302,0.3437169,0.01157015],"study_design_scores_gemma":[0.0006353693,0.0005531634,0.1171707,0.0003911761,0.0002112965,2.940404e-7,0.003720465,5.977748e-7,3.333998e-7,0.002587638,0.8742261,0.000502897],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.09093861,0.02819309,0.000014991,0.7513814,0.004618873,0.003293778,0.0001639,0.001022272,0.1203731],"genre_scores_gemma":[0.4592032,0.06373502,0.00003308285,0.4365014,0.03400978,0.0005113722,0.0009240963,0.0002432637,0.004838758],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.5305092,"threshold_uncertainty_score":0.9999388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3423403051793872,"score_gpt":0.5026942771589082,"score_spread":0.160353971979521,"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."}}