{"id":"W4283019028","doi":"10.53876/001c.33954","title":"An unusual presentation of an aggressive form of breast cancer: A case study","year":2022,"lang":"en","type":"article","venue":"International Journal of Cancer Care and Delivery","topic":"Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Medicine; Malignancy; Breast cancer; Presentation (obstetrics); Metastatic breast cancer; Cancer; Surgery; Lesion; Chemotherapy; Disease; Metastasis; Radiology; 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":[0.0005573255,0.002193868,0.001255825,0.003830096,0.003401647,0.002400104,0.001429868,0.00560504,0.003090639],"category_scores_gemma":[0.004855915,0.001193647,0.001106505,0.00227333,0.001658965,0.002411631,0.002268443,0.003333551,0.001601264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001008585,"about_ca_system_score_gemma":0.0008351774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002325374,"about_ca_topic_score_gemma":0.003522796,"domain_scores_codex":[0.9989501,0.0001433324,0.0001346798,0.0002467064,0.0001576333,0.0003675967],"domain_scores_gemma":[0.99766,0.0005920617,0.0006071463,0.0002313972,0.0002043164,0.0007050352],"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":[0.00002608753,0.00007522663,0.008453304,0.00003548033,0.000008933788,0.9889874,0.0003188619,0.00003939551,0.0005360513,0.000150098,0.0003258403,0.001043321],"study_design_scores_gemma":[0.00000292238,0.00002424031,0.001850531,0.000009654524,0.000004986387,0.9973336,0.0001942906,0.00004435849,0.00007370916,0.00006726693,0.0003873934,0.000007004457],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9644325,0.008438219,0.004349948,0.00345595,0.000621523,0.0003378543,0.0003480267,0.0001759238,0.01784001],"genre_scores_gemma":[0.9910262,0.002815722,0.002033437,0.001036804,0.001061928,0.00007285178,0.0001433024,0.00003914289,0.001770551],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00560504,"threshold_uncertainty_score":0.01033926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01685068602724313,"score_gpt":0.3697332186950075,"score_spread":0.3528825326677643,"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."}}