{"id":"W3115920829","doi":"10.1148/radiol.2020191329","title":"Case 285: Primary Breast Lymphoma","year":2020,"lang":"en","type":"article","venue":"Radiology","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; McGill University Health Centre","funders":"","keywords":"Medicine; Chills; Breast cancer; Physical examination; Axillary lymph nodes; Left breast; Quadrant (abdomen); Radiology; Family history; Erythema; Past medical history; Medical history; Surgery; Cancer; 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":[0.0003272634,0.001612692,0.0008606123,0.001936212,0.003141209,0.001520989,0.001305629,0.003994992,0.0119454],"category_scores_gemma":[0.002410569,0.0008099762,0.0007379868,0.001815921,0.0009663642,0.00149544,0.001250388,0.002009925,0.003427253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001645278,"about_ca_system_score_gemma":0.000998129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002556767,"about_ca_topic_score_gemma":0.003469416,"domain_scores_codex":[0.9991512,0.00007328337,0.00008820025,0.0002092365,0.0001333894,0.000344561],"domain_scores_gemma":[0.9990528,0.0002002454,0.0001360287,0.0001266629,0.00007607847,0.0004081582],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00006859897,0.00009416396,0.01043083,0.00005141408,0.000009792871,0.9847186,0.0001487713,0.00009628509,0.000691744,0.0002773946,0.001009999,0.002402429],"study_design_scores_gemma":[0.00003409723,0.00007559176,0.005105179,0.00001756803,0.000009667775,0.9924816,0.0001397322,0.0001490363,0.0002326681,0.0002553076,0.001493185,0.000006351356],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.891143,0.007955967,0.004034653,0.008887907,0.001213937,0.0007950847,0.001677871,0.0005787559,0.08371285],"genre_scores_gemma":[0.9925817,0.0009195769,0.0005768733,0.001541468,0.0008499417,0.00004068445,0.0002574192,0.00003218515,0.003200092],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0119454,"threshold_uncertainty_score":0.03996134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02140274402103004,"score_gpt":0.2412344424085735,"score_spread":0.2198316983875435,"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."}}