{"id":"W4409050391","doi":"10.1016/j.eprac.2025.03.012","title":"Navigating Uncertainty in Adjuvant Mitotane Therapy","year":2025,"lang":"en","type":"article","venue":"Endocrine Practice","topic":"Adrenal and Paraganglionic Tumors","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Surgical Specialties (Canada)","funders":"","keywords":"Medicine; Mitotane; Adjuvant; Adjuvant therapy; Oncology; Internal medicine; Adrenocortical carcinoma; Cancer","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01516699,0.0002637136,0.0007382266,0.0009045984,0.001947127,0.004434336,0.0008562449,0.001730782,0.003496615],"category_scores_gemma":[0.08482005,0.0002606933,0.0004689808,0.0004884697,0.00275638,0.004563555,0.003936587,0.005677158,0.0004466427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003821859,"about_ca_system_score_gemma":0.00957928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003398807,"about_ca_topic_score_gemma":0.008562944,"domain_scores_codex":[0.9892789,0.007144158,0.000622883,0.0004593333,0.001971088,0.0005236235],"domain_scores_gemma":[0.9515288,0.03968587,0.00316436,0.0005828826,0.002437239,0.002600682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001015627,0.0004490255,0.05870981,0.001317338,0.0004529057,0.003175338,0.005536171,0.02312642,0.001019964,0.06687258,0.0506889,0.7876359],"study_design_scores_gemma":[0.0002526353,0.001187507,0.02246113,0.004266723,0.0003595959,0.005785746,0.009647913,0.030676,0.001738271,0.6438255,0.2795581,0.0002409056],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.115409,0.08318211,0.05460215,0.6714778,0.004440648,0.0001677866,0.0002755255,0.0002265528,0.0702185],"genre_scores_gemma":[0.9355018,0.02019359,0.01722397,0.01981625,0.005069312,0.0001379101,0.0001079656,0.00006212712,0.001887173],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01516699,"threshold_uncertainty_score":0.08021164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01576779787357365,"score_gpt":0.3736609783798243,"score_spread":0.3578931805062506,"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."}}