{"id":"W3130069518","doi":"10.15252/emmm.202013807","title":"The tumor cell‐derived matrix of lobular breast cancer: a new vulnerability","year":2021,"lang":"en","type":"letter","venue":"EMBO Molecular Medicine","topic":"Cancer Cells and Metastasis","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Hospital for Sick Children; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Library science; Vulnerability (computing); Medicine; Family medicine; Computer science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005749104,0.0006602632,0.001817067,0.000165306,0.0001272552,0.00002390745,0.0004496938,0.0004287906,0.002674917],"category_scores_gemma":[0.0002158069,0.0004284747,0.0005921786,0.0006104262,0.0005593814,0.00002731787,0.0001633552,0.002135302,0.00001522414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000277794,"about_ca_system_score_gemma":0.001852682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003793305,"about_ca_topic_score_gemma":0.00005308069,"domain_scores_codex":[0.9955512,0.0003084638,0.00102859,0.000889973,0.001486366,0.0007353668],"domain_scores_gemma":[0.9964551,0.0002170359,0.0005968946,0.001827163,0.0005391553,0.0003646655],"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":[0.0001889403,0.00006964266,0.00007178335,0.001711079,0.000556261,0.003811537,0.0001653556,0.00000936393,0.1097504,0.00001421539,0.8769751,0.006676295],"study_design_scores_gemma":[0.003370499,0.0002987792,0.0003876605,0.001539733,0.002321117,0.0006693743,0.0001448047,0.00001316993,0.03721961,0.00009791587,0.9535406,0.0003967979],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01004777,0.08579671,0.000788271,0.897799,0.001714708,0.001163797,0.0002056311,0.00006273224,0.002421381],"genre_scores_gemma":[0.02292468,0.01037236,0.001444432,0.9159951,0.01798608,0.000247013,0.001227141,0.0004687258,0.02933452],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07656543,"threshold_uncertainty_score":0.9998167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01400503315318364,"score_gpt":0.2850853781934402,"score_spread":0.2710803450402565,"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."}}