{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000159632,0.0001421487,0.0002487837,0.00008181841,0.000107499,0.00004516718,0.0001173813,0.00008060037,0.00006837423],"category_scores_gemma":[0.0001850359,0.0001228515,0.00004340722,0.0001084764,0.00006275358,0.0001625523,0.00005950086,0.00006292661,0.00003476103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001147818,"about_ca_system_score_gemma":0.0001848016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004973762,"about_ca_topic_score_gemma":0.000002201917,"domain_scores_codex":[0.9990472,0.00005282676,0.0001889166,0.0003061742,0.0001352088,0.0002696714],"domain_scores_gemma":[0.9989945,0.00008460932,0.0001398519,0.0002543482,0.0004158541,0.0001108909],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003617301,0.004699658,0.1927717,0.00118217,0.0002147617,4.234109e-8,0.006868123,0.000002516293,0.03838141,0.03378737,0.2140568,0.5076737],"study_design_scores_gemma":[0.003759967,0.001872337,0.117488,0.0001711954,0.0002940899,1.413979e-7,0.002437653,0.002913175,0.01913662,0.002099939,0.8492784,0.0005485347],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9423862,0.0000703064,0.001411212,0.0006964036,0.0008579256,0.00150112,0.000019234,0.00005542815,0.05300221],"genre_scores_gemma":[0.9866359,0.00001296402,0.00410821,0.0005467486,0.0002930441,0.00110208,0.0008598545,0.00001863899,0.00642251],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6352216,"threshold_uncertainty_score":0.5009741,"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."}}