{"id":"W4399729430","doi":"10.26443/mjm.v21i1.1050","title":"Approach to: Adrenal mass","year":2024,"lang":"en","type":"article","venue":"McGill Journal of Medicine","topic":"Adrenal and Paraganglionic Tumors","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007079063,0.0001540018,0.0004758328,0.0004150461,0.00004971812,0.000007066589,0.0001329123,0.00005962053,0.000386485],"category_scores_gemma":[0.000209142,0.00008786454,0.0001448422,0.0005012532,0.00007671041,0.00007327314,0.00001930467,0.0004850034,0.00009291158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007658737,"about_ca_system_score_gemma":0.00008120812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005271987,"about_ca_topic_score_gemma":2.507573e-7,"domain_scores_codex":[0.9983839,0.00003520647,0.0005452291,0.0001596918,0.0006484987,0.0002274366],"domain_scores_gemma":[0.9990205,0.00008891567,0.00009371692,0.0001455478,0.0001819878,0.0004693469],"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":[0.002480602,0.0005786578,0.0005009985,0.00150511,0.001310031,0.04847898,0.00192256,0.0004018091,0.02613046,0.02310133,0.7893595,0.10423],"study_design_scores_gemma":[0.005335531,0.00494495,0.005036066,0.005090961,0.0009646585,0.1613343,0.0007485229,0.001019204,0.003540778,0.002008066,0.8096396,0.0003373713],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1708902,0.02428067,0.04655911,0.2060379,0.009406526,0.001180634,0.00005896377,0.0003522771,0.5412337],"genre_scores_gemma":[0.985316,0.00005879017,0.003655223,0.004609985,0.002493749,0.000002339537,0.000005457565,0.00003010852,0.003828287],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8144259,"threshold_uncertainty_score":0.423174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03676201193299305,"score_gpt":0.3076869817734957,"score_spread":0.2709249698405027,"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."}}