{"id":"W2078889104","doi":"10.1007/s10434-001-0756-3","title":"Evaluation of New Diagnostic Tests","year":2001,"lang":"en","type":"letter","venue":"Annals of Surgical Oncology","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Surgical oncology; Medical physics; General surgery; Internal medicine","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":[0.004449148,0.0007212459,0.001040279,0.001523084,0.001369931,0.002385382,0.00170213,0.01279722,0.005849279],"category_scores_gemma":[0.01967497,0.0004312437,0.001148991,0.0006574707,0.001745244,0.002353278,0.0006095829,0.008935772,0.002121657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002523766,"about_ca_system_score_gemma":0.002049976,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001280021,"about_ca_topic_score_gemma":0.003434161,"domain_scores_codex":[0.9962043,0.00127233,0.0005854408,0.0004252458,0.001005838,0.0005067902],"domain_scores_gemma":[0.9801543,0.01207874,0.0007588606,0.0007954045,0.003730485,0.002482152],"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":[0.002313532,0.001343632,0.1069217,0.0008724302,0.0002355337,0.07589883,0.0005455409,0.0007883325,0.008154049,0.013502,0.4922528,0.2971715],"study_design_scores_gemma":[0.0008270281,0.001391991,0.03094771,0.00125897,0.0003249136,0.08015862,0.001104625,0.003001909,0.006225738,0.01443084,0.8602157,0.0001120528],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.03101394,0.03488257,0.004011562,0.8532379,0.03545903,0.0001851087,0.0002100822,0.0001375916,0.04086227],"genre_scores_gemma":[0.2261594,0.01855401,0.009061373,0.5940662,0.1308704,0.0002839571,0.0006973147,0.00006893883,0.02023841],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.01279722,"threshold_uncertainty_score":0.02352959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1183099919833516,"score_gpt":0.4054931728388543,"score_spread":0.2871831808555027,"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."}}