{"id":"W3160730395","doi":"10.21203/rs.3.rs-56326/v1","title":"Metformin May Block the Way Breast Cancer Metastasis: A Meta-analysis and Mechanism Review","year":2020,"lang":"en","type":"preprint","venue":"Research Square","topic":"Metabolism, Diabetes, and Cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"First Hospital of Jilin University; Jilin University","keywords":"Metformin; Mechanism (biology); Breast cancer; Metastasis; Breast cancer metastasis; Block (permutation group theory); Meta-analysis; Oncology; Cancer; Medicine; Internal medicine; Computer science; Cancer metastasis; Mathematics; Philosophy; Insulin","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008843592,0.002699843,0.01109698,0.004832588,0.0005380518,0.002734654,0.001825667,0.002036624,0.005025588],"category_scores_gemma":[0.01778326,0.001080761,0.03523742,0.00450652,0.0004784427,0.001260745,0.001168922,0.001649161,0.0002948309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001712913,"about_ca_system_score_gemma":0.002778978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005299813,"about_ca_topic_score_gemma":0.007828838,"domain_scores_codex":[0.9953159,0.00244868,0.001052111,0.000519686,0.0004278585,0.0002357477],"domain_scores_gemma":[0.9878839,0.00936147,0.001590614,0.0003135391,0.0006653297,0.0001851009],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.003548672,0.00005886556,0.008503029,0.2876568,0.6751772,0.0002822962,0.00005997743,0.0009656015,0.0002892948,0.0003060511,0.001211623,0.02194062],"study_design_scores_gemma":[0.0004988641,0.0002582676,0.005305595,0.01257266,0.9777973,0.0001490498,0.00003163037,0.0002909993,0.0001297443,0.0003407762,0.002603985,0.00002122413],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002910778,0.9959077,0.0002853594,0.0002755059,0.0001420838,0.0000810557,0.0002296895,0.00001179272,0.000156048],"genre_scores_gemma":[0.134221,0.8619081,0.001109062,0.0009947532,0.0005229167,0.0003702185,0.0005467201,0.00002139782,0.0003058907],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01109698,"threshold_uncertainty_score":0.04676992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1201346221854539,"score_gpt":0.410556355742211,"score_spread":0.2904217335567571,"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."}}