{"id":"W4317435172","doi":"10.3390/curroncol30020108","title":"Management of Oligometastatic Breast Cancer: An Expert Committee’s Opinion","year":2023,"lang":"en","type":"article","venue":"Current Oncology","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital du Sacré-Cœur de Montréal; Hôpital Charles-Le Moyne; Centre Hospitalier de l’Université de Montréal; Université Laval; McGill University Health Centre; Centre Hospitalier Universitaire de Sherbrooke; Centre hospitalier universitaire de Québec","funders":"Pfizer","keywords":"Medicine; Context (archaeology); Expert opinion; Breast cancer; Panel discussion; Medical physics; Disease management; Second opinion; Disease; Radiation oncology; Family medicine; Radiation therapy; Cancer; Internal medicine; Intensive care medicine; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.03232565,0.0006518081,0.00103191,0.001202696,0.002579986,0.002901002,0.002496728,0.009580528,0.002781118],"category_scores_gemma":[0.05289714,0.0004475346,0.001766149,0.001133167,0.00151677,0.002247158,0.002416156,0.007065866,0.001656265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002935264,"about_ca_system_score_gemma":0.00858409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00352989,"about_ca_topic_score_gemma":0.004253478,"domain_scores_codex":[0.9789495,0.01026989,0.003706658,0.001113565,0.00433391,0.001626446],"domain_scores_gemma":[0.9208202,0.02043292,0.003282424,0.001449274,0.04662902,0.007386138],"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":[0.00009712826,0.00008355638,0.005071935,0.0011395,0.00009055628,0.001960381,0.002207393,0.00047707,0.001590539,0.002438871,0.8194699,0.1653732],"study_design_scores_gemma":[0.00004451325,0.0000910131,0.003827251,0.003435015,0.0001248167,0.003212193,0.004042857,0.0006145858,0.0006428104,0.00360012,0.980234,0.0001307923],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.008210702,0.03100333,0.007033904,0.895646,0.04422605,0.0003270364,0.0002507301,0.00009660958,0.0132056],"genre_scores_gemma":[0.2000921,0.09201652,0.04184854,0.5564241,0.08357964,0.001191179,0.001331782,0.0002413437,0.02327497],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03232565,"threshold_uncertainty_score":0.1709564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06595254258441642,"score_gpt":0.401863298949519,"score_spread":0.3359107563651026,"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."}}