{"id":"W2811327015","doi":"10.3747/co.25.3979","title":"Ode to My Oncologist","year":2018,"lang":"en","type":"article","venue":"Current Oncology","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Roads University","funders":"","keywords":"Medicine; Ode; Follicular lymphoma; Radiation oncologist; Family medicine; Lymphoma; Oncology; Internal medicine; Literature","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0008565411,0.0005831609,0.0005794449,0.0009057882,0.002724699,0.003050994,0.0008755733,0.002566124,0.2312493],"category_scores_gemma":[0.01152164,0.0003599788,0.0006725159,0.000397849,0.0009111141,0.002340463,0.002214228,0.006866434,0.1063857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001410306,"about_ca_system_score_gemma":0.003218821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003909847,"about_ca_topic_score_gemma":0.008604522,"domain_scores_codex":[0.9991824,0.0002034515,0.00004251865,0.0001594379,0.0002213301,0.0001908156],"domain_scores_gemma":[0.9949405,0.0003523549,0.0002742713,0.0001718765,0.001172024,0.003089026],"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":[0.00003168841,0.00003966261,0.001167416,0.00006389593,0.00001033643,0.0008790661,0.0002573913,0.00002948942,0.0001636558,0.0008123041,0.967292,0.02925303],"study_design_scores_gemma":[0.00001869445,0.00006119651,0.001056569,0.0002880724,0.00001081338,0.004177934,0.0007049353,0.00004533055,0.0001186049,0.001553632,0.9919402,0.00002403901],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.00844803,0.02476809,0.003425178,0.5960365,0.07490186,0.0002613307,0.00192985,0.001973367,0.2882558],"genre_scores_gemma":[0.04713252,0.02085373,0.004187073,0.311524,0.01949911,0.000198223,0.001200233,0.0007269536,0.5946782],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2312493,"threshold_uncertainty_score":0.7736061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1742567689244537,"score_gpt":0.4762042359148739,"score_spread":0.3019474669904203,"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."}}