{"id":"W2600917213","doi":"","title":"Diabetes type 2 among recent immigrants in Canada: The complex endeavor towards building inclusive and collaborative bridges","year":2016,"lang":"en","type":"article","venue":"Journal of Clinical Case Reports","topic":"Diabetes Management and Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Immigration; Medicine; Data science; Bioinformatics; Gerontology; Internet privacy; Computer science; Biology; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002306615,0.0001000288,0.0004924684,0.00007587561,0.00005370174,0.00001872283,0.00003782088,0.00004627115,0.0000570483],"category_scores_gemma":[0.004393317,0.00005100112,0.00005932977,0.0002219045,0.0001037479,0.0001287285,0.00006431949,0.0002067241,3.516077e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002599744,"about_ca_system_score_gemma":0.001798661,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03299046,"about_ca_topic_score_gemma":0.1468524,"domain_scores_codex":[0.9979464,0.0001458614,0.001232822,0.0001506926,0.000339727,0.0001844733],"domain_scores_gemma":[0.9973888,0.0006506129,0.001038085,0.0001682858,0.0005653241,0.0001888448],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009191997,0.00007657558,0.8615159,0.00002100349,0.0001113837,0.01270586,0.0001043247,0.000001830993,0.00007279537,0.000006364272,0.005787516,0.1195045],"study_design_scores_gemma":[0.0007171755,0.0002620383,0.9818202,0.0002865528,0.0001358499,0.001552581,0.0006865041,0.00002717968,0.0002399523,0.0001478632,0.01405062,0.00007351482],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9864399,0.0005213665,0.000004592604,0.01145261,0.0009623157,0.0002126329,0.000002361732,0.000002866793,0.0004013358],"genre_scores_gemma":[0.9981964,0.0006501701,0.0001386699,0.0005403122,0.0003825192,0.000002233804,0.0000012283,0.000008804587,0.00007965876],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1203043,"threshold_uncertainty_score":0.9734489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04983819102644627,"score_gpt":0.3747048067612102,"score_spread":0.3248666157347639,"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."}}