{"id":"W2320249825","doi":"10.1177/155989771426005","title":"Collaborative Approach Improves Diabetes Education for Oncology Patients at Discharge","year":2014,"lang":"en","type":"article","venue":"MD Conference Express","topic":"Diabetes Management and Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences","funders":"","keywords":"Diabetes mellitus; Medicine; Autonomy; Discharge planning; Process (computing); Tertiary care; Intensive care medicine; Oncology; Internal medicine; Nursing; Computer science; Endocrinology","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":[0.003592123,0.0003489792,0.0005199396,0.0005270713,0.002962964,0.002367534,0.001182082,0.0009867558,0.01019257],"category_scores_gemma":[0.02267039,0.0002244228,0.0009565254,0.0004254536,0.0003483709,0.001643803,0.005631568,0.002829003,0.001295117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001874603,"about_ca_system_score_gemma":0.007733818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00507914,"about_ca_topic_score_gemma":0.01280221,"domain_scores_codex":[0.9957709,0.0023391,0.0002907493,0.0003155109,0.0006943334,0.0005894932],"domain_scores_gemma":[0.9905894,0.001790432,0.001064373,0.0005862974,0.001087752,0.004881816],"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":[0.0009192182,0.02325558,0.05555008,0.0004987456,0.0002113584,0.0007096664,0.01048237,0.0008744677,0.0007768974,0.00149477,0.06269505,0.8425317],"study_design_scores_gemma":[0.007869368,0.02711891,0.6157933,0.004208241,0.001174191,0.003959103,0.07261554,0.009790118,0.004985257,0.02305632,0.2288265,0.0006031439],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8688778,0.002096866,0.01524846,0.04186806,0.001423912,0.001919912,0.0003998377,0.001081145,0.06708395],"genre_scores_gemma":[0.9388994,0.001911394,0.04169226,0.006311083,0.0004329688,0.001057107,0.0005879066,0.00009475914,0.009013141],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01019257,"threshold_uncertainty_score":0.03409755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01346853166590159,"score_gpt":0.278171985037223,"score_spread":0.2647034533713213,"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."}}