{"id":"W1990905226","doi":"10.1186/bcr2435","title":"Breast tumour stroma is a prognostic indicator and target for therapy","year":2009,"lang":"en","type":"article","venue":"Breast Cancer Research","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Stroma; Stromal cell; Breast cancer; Epithelium; Biology; Pathology; Cancer research; Angiogenesis; Ductal carcinoma; Surgical oncology; Cancer cell; Cancer; Medicine; Oncology; Immunohistochemistry; Genetics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002834026,0.0002221604,0.0002125315,0.0001055682,0.000296138,0.00006412616,0.0002348176,0.0001157636,0.00008324761],"category_scores_gemma":[0.00001884233,0.0001870569,0.00008007637,0.000180989,0.0002113014,0.000008588699,0.0001005467,0.0001474025,0.000008303556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006853488,"about_ca_system_score_gemma":0.0002887479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002152324,"about_ca_topic_score_gemma":0.00003244751,"domain_scores_codex":[0.9981452,0.00007859741,0.0001632375,0.0006180379,0.0003455174,0.0006494127],"domain_scores_gemma":[0.9991545,0.00003749804,0.00005192513,0.0002903347,0.0002813865,0.0001843671],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00748238,0.001226715,0.3155547,0.0001445956,0.0009164031,0.00002324233,0.0008833453,0.000005485558,0.1976017,0.0004079798,0.05828747,0.417466],"study_design_scores_gemma":[0.003165852,0.0008202196,0.9587042,0.00006262148,0.00002273716,0.0003486576,0.0001684269,0.00001468458,0.02388211,0.0006083862,0.01187515,0.0003269252],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9775275,0.007048749,0.00007067971,0.01242219,0.00006264036,0.001036243,0.001598242,0.00002697174,0.000206771],"genre_scores_gemma":[0.9965346,0.001136015,0.0003355368,0.0003866248,0.0006430725,0.0006491424,0.00007470405,0.0000347389,0.0002055245],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6431496,"threshold_uncertainty_score":0.7627958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03184582457608064,"score_gpt":0.3624156927551235,"score_spread":0.3305698681790428,"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."}}