{"id":"W2973760099","doi":"10.1016/j.jcjd.2019.07.145","title":"136 - Systematic Content Evaluation of Canadian Diabetes Mobile Apps","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Mobile apps; Diabetes mellitus; Tracking (education); Diabetes management; Internet privacy; Intensive care medicine; World Wide Web; Type 2 diabetes; Endocrinology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07452258,0.002529999,0.005334381,0.01926154,0.006235639,0.005416266,0.004083248,0.002142783,0.006625494],"category_scores_gemma":[0.2524598,0.002185204,0.009229384,0.01818682,0.002852209,0.002942452,0.007151773,0.002296334,0.0009379653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05648462,"about_ca_system_score_gemma":0.1894039,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4888855,"about_ca_topic_score_gemma":0.7274414,"domain_scores_codex":[0.8978501,0.0369622,0.02551608,0.004531233,0.03234636,0.002794016],"domain_scores_gemma":[0.7634065,0.09325005,0.02631254,0.009034544,0.1039037,0.004092659],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.009081074,0.001042658,0.0196135,0.5862595,0.02650806,0.0002750639,0.02024667,0.0006732281,0.001772769,0.001371998,0.03984282,0.2933125],"study_design_scores_gemma":[0.02017422,0.003526241,0.09906279,0.6531833,0.10282,0.0002851689,0.008316248,0.0009022751,0.00225269,0.0008637955,0.107836,0.0007771425],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2311296,0.3411206,0.009025096,0.01260833,0.004500117,0.303353,0.06800688,0.001214724,0.02904167],"genre_scores_gemma":[0.509034,0.1460244,0.05072857,0.009044436,0.000723433,0.2462524,0.02965927,0.0004893367,0.008044112],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5111145,"threshold_uncertainty_score":0.9720798,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08503530717573046,"score_gpt":0.3626770959780636,"score_spread":0.2776417888023331,"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."}}