{"id":"W4231680427","doi":"10.29309/tpmj/2016.23.12.1797","title":"DIABETES","year":2016,"lang":"en","type":"article","venue":"The Professional Medical Journal","topic":"Diabetes, Cardiovascular Risks, and Lipoproteins","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Continental (Canada)","funders":"","keywords":"Medicine; Diabetes mellitus; Internal medicine; Physical therapy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002446691,0.0001399708,0.0003399899,0.00006525117,0.0002927425,0.00001765188,0.0003195564,0.0001538841,0.003963083],"category_scores_gemma":[0.001845964,0.0000494657,0.0003561231,0.0001123764,0.0003281785,0.00009102446,0.000122816,0.0007525935,0.0003835141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005507538,"about_ca_system_score_gemma":0.0005303039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001255216,"about_ca_topic_score_gemma":0.000004859432,"domain_scores_codex":[0.9969249,0.0002934744,0.0003407417,0.0001545261,0.001845492,0.0004408569],"domain_scores_gemma":[0.9983874,0.000409068,0.0000970176,0.0002992977,0.0001465657,0.0006606351],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00008951253,0.0001369165,0.005160334,0.00002154019,0.0002958613,0.0001282044,0.00007518882,7.491225e-8,0.0006719816,0.0001926801,0.02408208,0.9691457],"study_design_scores_gemma":[0.009630788,0.0006468885,0.5182362,0.006350427,0.0005355382,0.003153971,0.0003184863,0.00007442587,0.00631906,0.01815755,0.436106,0.0004707034],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8787928,0.002325636,0.0006661462,0.1131081,0.002280711,0.000257615,0.000003535338,0.00005710701,0.002508346],"genre_scores_gemma":[0.9857913,0.0003780838,0.0002097977,0.004856672,0.003735226,0.00002453678,0.000001493829,0.0000258613,0.004977038],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9686749,"threshold_uncertainty_score":0.9969474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01177559574801275,"score_gpt":0.2800510119865371,"score_spread":0.2682754162385244,"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."}}