{"id":"W4362543636","doi":"10.1158/1538-7445.am2023-5897","title":"Abstract 5897: Tumor-derived bacteria drive breast cancer metastasis","year":2023,"lang":"en","type":"article","venue":"Cancer Research","topic":"Cancer Research and Treatments","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canada's Michael Smith Genome Sciences Centre; University of British Columbia; Provincial Health Services Authority","funders":"","keywords":"Metastasis; Breast cancer; Metastatic breast cancer; Immune system; Primary tumor; Cancer research; Cancer; Medicine; Microbiome; Biology; Tumor microenvironment; Immunology; Internal medicine; Bioinformatics","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":[0.0001494684,0.0003377445,0.000281269,0.0003221704,0.0002101254,0.000376213,0.0003019408,0.000471997,0.005000087],"category_scores_gemma":[0.0001508673,0.0001888603,0.0002743833,0.000182772,0.0002573362,0.0001563153,0.0003926595,0.0008635918,0.001251471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004694732,"about_ca_system_score_gemma":0.0002980841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009239321,"about_ca_topic_score_gemma":0.001189462,"domain_scores_codex":[0.9997637,0.00003599196,0.00001473813,0.00003627287,0.0001011258,0.00004812515],"domain_scores_gemma":[0.9998314,0.0000362645,0.0000505583,0.00001836811,0.00002019748,0.00004317273],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001446364,0.00005955294,0.0002554365,0.00004241733,0.000003172553,0.00004318695,0.000009001075,0.00004676946,0.9976725,0.0001226892,0.0002029135,0.001397594],"study_design_scores_gemma":[0.00007104646,0.000903434,0.009037297,0.00002548352,0.00001426839,0.000335557,0.00006904209,0.001298978,0.9815481,0.0001943424,0.006495863,0.000006662918],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9823564,0.002412215,0.004168334,0.0009118473,0.0001334035,0.00007903171,0.002219299,0.0002877706,0.007431737],"genre_scores_gemma":[0.978524,0.001424466,0.004323805,0.0003231906,0.0000360336,0.0001242468,0.00214809,0.00009391687,0.01300228],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005000087,"threshold_uncertainty_score":0.01672697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0659127661064721,"score_gpt":0.4164104737135872,"score_spread":0.3504977076071151,"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."}}