{"id":"W2234496699","doi":"10.1097/nnr.0000000000000106","title":"Mining Patterns Associated With Mobility Outcomes in Home Healthcare","year":2015,"lang":"en","type":"article","venue":"Nursing Research","topic":"Frailty in Older Adults","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Steinbach Bible College; Nortel (Canada)","funders":"","keywords":"Psychological intervention; Medicine; Health care; Consistency (knowledge bases); Odds ratio; Certification; Sample (material); Odds; Nursing; Computer science; Logistic regression; Internal 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001639724,0.0004324853,0.0006163685,0.003740707,0.0003405639,0.000776317,0.0005888846,0.0004712204,0.0005810905],"category_scores_gemma":[0.009476095,0.0001615347,0.0007862355,0.003895416,0.000279465,0.0005545862,0.0007308892,0.000534115,0.000225709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005278576,"about_ca_system_score_gemma":0.0009000276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005393465,"about_ca_topic_score_gemma":0.007427592,"domain_scores_codex":[0.998426,0.0003794166,0.000326113,0.0004321325,0.0002809645,0.000155328],"domain_scores_gemma":[0.9930968,0.00356507,0.002118532,0.000398487,0.0006099615,0.0002111776],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001817863,0.0002000763,0.9508472,0.0002152444,0.0002330305,0.0004505937,0.0002549354,0.002082284,0.0007131965,0.0002033166,0.001424978,0.04319323],"study_design_scores_gemma":[0.00004708395,0.0002752893,0.9456206,0.0001652029,0.0002250094,0.001428572,0.001166183,0.04372801,0.001294049,0.003034031,0.002982607,0.00003336196],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9809924,0.001014294,0.009501246,0.0006584579,0.00003088307,0.0001663474,0.006744659,0.0001362921,0.0007555069],"genre_scores_gemma":[0.9822468,0.0002407734,0.009055662,0.00007764907,0.00002560829,0.0001209976,0.008064305,0.000009042094,0.0001591215],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005393465,"threshold_uncertainty_score":0.01072419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1994193888295545,"score_gpt":0.4680193211326811,"score_spread":0.2685999323031266,"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."}}