{"id":"W6980561464","doi":"","title":"Citizen brief: Developing a Type 1 diabetes screening program in Canada","year":2024,"lang":"en","type":"other","venue":"","topic":"Bioactive natural compounds","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Hospital for Sick Children; McMaster University","keywords":"Nucleofection; Gestational period; TSG101; Diafiltration; Dysgeusia; Liquation; Emperipolesis; Triacetin; Fusible alloy","routes":{"ca_aff":false,"ca_fund":true,"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":[0.00004431112,0.0002180349,0.0001879079,0.0000819615,0.000009556234,0.00002865929,0.0001793979,0.0002711284,0.0001582337],"category_scores_gemma":[0.00002671869,0.0001956445,0.00003728477,0.0001847015,0.00002659272,6.515987e-7,0.0001612602,0.0002230358,0.0000148474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001113292,"about_ca_system_score_gemma":0.0007741319,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3799981,"about_ca_topic_score_gemma":0.9279773,"domain_scores_codex":[0.9990426,0.00002434384,0.0001276136,0.0004033063,0.0001190615,0.0002830664],"domain_scores_gemma":[0.9996835,0.000004737482,0.00004565114,0.0001907838,0.00003062009,0.00004472472],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009522897,0.000006691382,0.00194941,0.0001350981,0.0001877273,0.00001827923,0.000002483011,3.50087e-7,0.003635715,0.00007101047,0.9758002,0.01818349],"study_design_scores_gemma":[0.0001144686,0.00004281039,0.0004737963,0.0002053505,0.00001084153,0.000001805576,0.00001554296,0.00001419077,0.005013718,0.00002275849,0.9937606,0.0003241548],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009912836,0.02333636,0.0001019959,0.0004896002,0.001089505,0.00082744,0.00006574841,0.0001741894,0.9640023],"genre_scores_gemma":[0.1141751,0.0003036119,0.01702544,0.001328857,0.0007166658,0.00007175916,0.0006611879,0.0007245825,0.8649928],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5479792,"threshold_uncertainty_score":0.797815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01152664615946137,"score_gpt":0.2551421627078151,"score_spread":0.2436155165483538,"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."}}