{"id":"W3151360728","doi":"10.1177/10732748211004889","title":"Metaplastic Breast Carcinoma: Experience of a Tertiary Cancer Center in the Middle East","year":2021,"lang":"en","type":"article","venue":"Cancer Control","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Breast cancer; Radiation therapy; Internal medicine; Mastectomy; Oncology; Proportional hazards model; Cohort; Multivariate analysis; Stage (stratigraphy); Cancer; Adjuvant therapy; Survival analysis","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":[0.0004465058,0.0003178704,0.0002804403,0.0004187156,0.001012372,0.0006033783,0.0004060043,0.0003836111,0.00225438],"category_scores_gemma":[0.0006834887,0.000247046,0.000198988,0.001011632,0.0004217053,0.0005454336,0.001026095,0.000354613,0.0003711122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00141745,"about_ca_system_score_gemma":0.001741893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01352185,"about_ca_topic_score_gemma":0.02780424,"domain_scores_codex":[0.9996336,0.00007960397,0.00003632682,0.00005921468,0.00005247066,0.0001388801],"domain_scores_gemma":[0.9992373,0.00007941671,0.0002107984,0.00003071825,0.00006382445,0.0003779371],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001385257,0.00019593,0.9791232,0.00008729304,0.0000379432,0.005745988,0.001902687,0.0001121331,0.001043448,0.00006247198,0.0008808419,0.01066948],"study_design_scores_gemma":[0.00004254602,0.0006669618,0.97005,0.00009559518,0.00007895344,0.01448189,0.009838818,0.0004232625,0.0007166925,0.00007688478,0.003499612,0.00002885253],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986686,0.0004948633,0.00006333573,0.0002493745,0.000009049787,0.00001400752,0.0001046488,0.000005987971,0.0003902152],"genre_scores_gemma":[0.998485,0.0006674444,0.0001340564,0.00026081,0.0000232649,0.00001105623,0.0001356285,0.000003533928,0.0002792692],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01352185,"threshold_uncertainty_score":0.02688628,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01878947645373552,"score_gpt":0.2504174433337594,"score_spread":0.2316279668800239,"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."}}