{"id":"W2172031254","doi":"10.1016/s1499-2671(11)80003-1","title":"2011 Canadian Diabetes Association, Young Scientist Award Winner, Minna Woo MD PhD","year":2011,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; Diabetes Canada","funders":"","keywords":"Medicine; Association (psychology); Gerontology; Psychotherapist; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002266526,0.000751739,0.000919891,0.001344362,0.002563371,0.004012894,0.000934698,0.004089852,0.04595454],"category_scores_gemma":[0.005844844,0.0003601244,0.0005357231,0.001146116,0.0007655633,0.0009267349,0.001199659,0.003961811,0.01676157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009871976,"about_ca_system_score_gemma":0.03124111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.283312,"about_ca_topic_score_gemma":0.6479407,"domain_scores_codex":[0.9983456,0.00005992898,0.00006506582,0.000153607,0.001037032,0.0003386263],"domain_scores_gemma":[0.9890555,0.0002734945,0.0001533298,0.0000937753,0.005436919,0.00498698],"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":[0.00008228902,0.00003605065,0.001246693,0.00006301915,0.00001028581,0.0001208246,0.00002153632,0.00002345279,0.0001217299,0.000414492,0.9628668,0.03499288],"study_design_scores_gemma":[0.00008239261,0.00004514187,0.007070123,0.0001758862,0.00002356919,0.0004127271,0.0002755561,0.0001551503,0.0001439524,0.0004827032,0.9911103,0.00002256429],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.00494817,0.04436387,0.0006559252,0.5934549,0.2171106,0.0002384517,0.002697824,0.0001603309,0.13637],"genre_scores_gemma":[0.03539208,0.07865941,0.002053794,0.05170745,0.03695447,0.0001337417,0.002790539,0.0001575251,0.792151],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.283312,"threshold_uncertainty_score":0.5633258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01927584312238411,"score_gpt":0.2082215382742902,"score_spread":0.188945695151906,"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."}}