{"id":"W2971211596","doi":"10.1007/978-3-030-20301-6_8","title":"Therapeutic Options for Metastatic Breast Cancer","year":2019,"lang":"en","type":"review","venue":"Advances in experimental medicine and biology","topic":"Advanced Breast Cancer Therapies","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Breast cancer; Metastatic breast cancer; Cancer; Oncology; Disease; Immunotherapy; Internal medicine; CA15-3","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":[0.0005534025,0.001009767,0.001554656,0.001864027,0.0002407955,0.001056871,0.0007808916,0.0009088317,0.006575957],"category_scores_gemma":[0.0007944559,0.0002712878,0.0006117588,0.001254355,0.0004553977,0.001021218,0.0007336836,0.00270444,0.001983619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005136945,"about_ca_system_score_gemma":0.0006924259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000680954,"about_ca_topic_score_gemma":0.002359114,"domain_scores_codex":[0.9998574,0.00003309048,0.00001825208,0.00002556064,0.00004495253,0.00002074262],"domain_scores_gemma":[0.9997801,0.0001226479,0.0000367389,0.000007022322,0.00003327317,0.00002026598],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001318159,0.00007780395,0.00007356845,0.01519517,0.00008486643,0.0001286263,0.00002728049,0.0004676966,0.001166572,0.003386005,0.03140309,0.9478576],"study_design_scores_gemma":[0.0001020236,0.0001905383,0.0005184915,0.007565001,0.0002654622,0.0009691235,0.00004655158,0.0001792849,0.0003464947,0.003800243,0.9859955,0.00002135714],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006263283,0.9984036,0.00009962671,0.0002250284,0.0001706215,0.000004935477,0.00001758654,0.000006276679,0.001009797],"genre_scores_gemma":[0.0006147838,0.9980532,0.000161286,0.0003726536,0.0002008672,0.000007521176,0.00003146767,0.000001670498,0.0005566453],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006575957,"threshold_uncertainty_score":0.02199882,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1476603907763634,"score_gpt":0.5051459061718745,"score_spread":0.357485515395511,"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."}}