{"id":"W4242293868","doi":"10.1093/geront/gnw162.2134","title":"CARE TRANSITIONS: DYNAMIC INTERACTION AND INFORMATION FLOW","year":2016,"lang":"en","type":"article","venue":"The Gerontologist","topic":"Healthcare Operations and Scheduling Optimization","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Alberta Health Services; University of Alberta","funders":"","keywords":"Information flow; Flow (mathematics); Computer science; Human–computer interaction; Mechanics; Physics; Philosophy; Linguistics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003136917,0.0003811012,0.0003252975,0.001660097,0.001509777,0.005327791,0.0008736115,0.001218725,0.005077806],"category_scores_gemma":[0.01981973,0.0004925644,0.000437651,0.001221539,0.0008963281,0.005831318,0.002539593,0.00106566,0.0008928605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001400149,"about_ca_system_score_gemma":0.00240585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004703318,"about_ca_topic_score_gemma":0.003451366,"domain_scores_codex":[0.9966525,0.001806226,0.0002209483,0.0004683677,0.0005546812,0.0002971714],"domain_scores_gemma":[0.9865318,0.009960671,0.001152857,0.0006223677,0.0008655425,0.0008667138],"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":[0.001729377,0.001040751,0.1709485,0.0007828228,0.0003780036,0.003914954,0.03606872,0.03803064,0.01068763,0.1246326,0.03384506,0.5779409],"study_design_scores_gemma":[0.0003289838,0.0007750195,0.1250304,0.0007742988,0.0004146788,0.002869271,0.03381347,0.3076164,0.007087668,0.4022521,0.1186531,0.0003846402],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5799575,0.002079821,0.3295773,0.01991704,0.0003649413,0.0007460472,0.001956096,0.002788707,0.06261247],"genre_scores_gemma":[0.9680437,0.0004477994,0.02797841,0.0003752568,0.0000748263,0.0001268633,0.0004379974,0.00007366264,0.002441511],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005327791,"threshold_uncertainty_score":0.01698697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04354001895402412,"score_gpt":0.3996789830460321,"score_spread":0.356138964092008,"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."}}