{"id":"W2980891842","doi":"10.3233/978-1-61499-753-5-589","title":"A Digital Framework to Support Providers and Patients in Diabetes Related Behavior Modification","year":2017,"lang":"en","type":"article","venue":"Studies in health technology and informatics","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen Elizabeth II Health Sciences Centre; Dalhousie University","funders":"","keywords":"Computer science; Diabetes mellitus; Medicine; Endocrinology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.004614804,0.0005623759,0.0002843195,0.001761495,0.002378836,0.0054976,0.001670837,0.001755447,0.005706557],"category_scores_gemma":[0.005929821,0.0003124233,0.0008161659,0.001387299,0.002977287,0.004944107,0.006182548,0.001742363,0.001137874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002490712,"about_ca_system_score_gemma":0.006855988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008379439,"about_ca_topic_score_gemma":0.01214689,"domain_scores_codex":[0.9977698,0.001281784,0.0001906444,0.0002372816,0.000336004,0.000184426],"domain_scores_gemma":[0.9957912,0.002159112,0.0001963979,0.0005465831,0.0003222482,0.0009844042],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001877744,0.001465364,0.01100757,0.0009730402,0.0001007635,0.001276762,0.03387098,0.005138244,0.005447782,0.5252329,0.03911311,0.3761857],"study_design_scores_gemma":[0.0001432672,0.0002703494,0.004593629,0.0007528106,0.0001075254,0.001053269,0.01927834,0.01215644,0.002205904,0.2144537,0.7448805,0.0001041733],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.09960086,0.003322415,0.6379378,0.05413436,0.0008287487,0.001595862,0.00189035,0.005890481,0.1947992],"genre_scores_gemma":[0.376996,0.002163247,0.593211,0.004564756,0.0001740852,0.0009891022,0.001828804,0.0002273696,0.01984559],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.008379439,"threshold_uncertainty_score":0.02440566,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06129268823294691,"score_gpt":0.4330779931350729,"score_spread":0.371785304902126,"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."}}