{"id":"W2785301351","doi":"10.1007/s10549-017-4644-3","title":"Is invasion a necessary step for metastases in breast cancer?","year":2018,"lang":"en","type":"review","venue":"Breast Cancer Research and Treatment","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":69,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Public Health Ontario; Women's College Hospital; Toronto Western Hospital","funders":"","keywords":"Breast cancer; Medicine; Cancer; Oncology; Radiation therapy; Metastasis; CA15-3; 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":[0.0006149242,0.0006047714,0.001238213,0.001589565,0.0002508103,0.001046269,0.0008015889,0.001568665,0.002718741],"category_scores_gemma":[0.002014013,0.000249319,0.0006103878,0.001527534,0.000945815,0.001749421,0.0005678245,0.00139149,0.000888523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006740135,"about_ca_system_score_gemma":0.001729337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001465499,"about_ca_topic_score_gemma":0.001607956,"domain_scores_codex":[0.9997249,0.00006119674,0.00005614883,0.00005569679,0.00007750659,0.0000245944],"domain_scores_gemma":[0.9992813,0.0004317189,0.0001276036,0.0000146494,0.0001159649,0.00002881615],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001440811,0.00004032183,0.0005734154,0.07410847,0.0002156325,0.0005354832,0.0001607373,0.0004187578,0.001119668,0.00941132,0.03245464,0.8808175],"study_design_scores_gemma":[0.00002578819,0.0001520018,0.002468431,0.03507179,0.0004341106,0.005624748,0.0004052526,0.0001190075,0.0006540627,0.007928448,0.9470791,0.00003726883],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004946128,0.9992323,0.00003184619,0.0003528439,0.0001249841,0.000001243995,0.00000557506,0.000001371904,0.0002003585],"genre_scores_gemma":[0.0005800937,0.9989103,0.00003672434,0.0001958257,0.0001589668,0.000001993092,0.000007934815,4.749148e-7,0.0001077637],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002718741,"threshold_uncertainty_score":0.009095132,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1251660482693161,"score_gpt":0.4356883308599659,"score_spread":0.3105222825906498,"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."}}