{"id":"W1994250013","doi":"10.1055/s-0029-1242456","title":"Robin P. Boushey, M.D., Ph.D.","year":2009,"lang":"en","type":"article","venue":"Clinics in Colon and Rectal Surgery","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Toronto; Ottawa Hospital Research Institute; University of Ottawa","keywords":"Medicine; Medical school; University hospital; General surgery; Library science; Family medicine; Medical education","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002767111,0.000478093,0.0005534848,0.0008045435,0.0005672746,0.0005102701,0.0003517644,0.0007016546,0.03485122],"category_scores_gemma":[0.002107119,0.0001942683,0.0002200761,0.0003194185,0.0002970273,0.0006794459,0.0002611208,0.001305157,0.01181917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008598742,"about_ca_system_score_gemma":0.001029431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003699325,"about_ca_topic_score_gemma":0.004680492,"domain_scores_codex":[0.9998324,0.00001534664,0.00001214726,0.00003743065,0.00006695434,0.0000357177],"domain_scores_gemma":[0.9987984,0.0001128932,0.00005772524,0.00001420733,0.000335432,0.000681384],"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":[0.000262751,0.0001616824,0.01071093,0.0004408834,0.00002758063,0.0030437,0.0002364008,0.0003965189,0.001653353,0.001191266,0.669165,0.3127098],"study_design_scores_gemma":[0.0001658529,0.0006919052,0.02577696,0.0009439448,0.00009555792,0.06279561,0.0005492644,0.0007219908,0.002268651,0.001988746,0.9039276,0.00007398708],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.05045263,0.2496273,0.007313732,0.3642748,0.05757439,0.0002827676,0.001220779,0.00105723,0.2681964],"genre_scores_gemma":[0.3111478,0.2534235,0.004695895,0.04960752,0.01980287,0.0001591562,0.0007774062,0.0002104528,0.3601753],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03485122,"threshold_uncertainty_score":0.116589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05254501030027142,"score_gpt":0.3850491301965538,"score_spread":0.3325041198962824,"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."}}