{"id":"W4200223908","doi":"10.26226/morressier.617c37307c09fc044a97510d","title":"What Is Driving Diabetes and Diabetes Complications in British Columbia (BC) Canada?","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Alcohol Consumption and Health Effects","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Diabetes mellitus; Medicine; Optometry; Geography; Endocrinology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005740714,0.0003925508,0.0004669422,0.00154864,0.002874275,0.002412152,0.001005722,0.0012009,0.01166717],"category_scores_gemma":[0.003509128,0.0003839204,0.0008001209,0.005489839,0.0007028446,0.0007236741,0.001014822,0.001894716,0.0009026307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04908924,"about_ca_system_score_gemma":0.09465697,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9993765,"about_ca_topic_score_gemma":0.9995621,"domain_scores_codex":[0.9992105,0.00007517072,0.00004939473,0.0000854044,0.0002012388,0.0003783393],"domain_scores_gemma":[0.9971901,0.0001727363,0.0002309312,0.00004350612,0.001415355,0.0009474501],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000209869,0.0001327763,0.8608444,0.0003586047,0.000238531,0.0004004372,0.001864999,0.0007021629,0.0001376314,0.002183675,0.08335334,0.04957361],"study_design_scores_gemma":[0.00003363346,0.00002212204,0.9583879,0.0006708927,0.0002484262,0.0001216584,0.01050715,0.0008891266,0.0001100872,0.0006987486,0.02825213,0.00005826213],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7596114,0.03888858,0.000418716,0.07295386,0.001394151,0.0001385727,0.05625579,0.00009493394,0.07024394],"genre_scores_gemma":[0.9362212,0.02015666,0.0005519752,0.003773869,0.0001970814,0.00005379691,0.006540562,0.00005034707,0.03245444],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04908924,"threshold_uncertainty_score":0.356169,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03973247855430459,"score_gpt":0.3135746121096158,"score_spread":0.2738421335553112,"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."}}