{"id":"W4378471210","doi":"10.3390/cancers15112906","title":"Metastatic Breast Cancer: Review of Emerging Nanotherapeutics","year":2023,"lang":"en","type":"review","venue":"Cancers","topic":"Nanoplatforms for cancer theranostics","field":"Engineering","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Prince Edward Island","funders":"","keywords":"Medicine; Context (archaeology); Breast cancer; Cancer; Metastatic breast cancer; Tumor microenvironment; Radiation therapy; Immunotherapy; Disease; Metastasis; Primary tumor; Cancer research; Oncology; Internal medicine; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002149728,0.000591753,0.002466336,0.0002467562,0.00003541927,0.00001358956,0.0005142657,0.0001478625,0.0003273725],"category_scores_gemma":[0.00001403478,0.0005223757,0.0006436261,0.001265386,0.00007148122,0.00008915621,0.0000408188,0.00038696,0.00008237342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002862626,"about_ca_system_score_gemma":0.001273991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008858409,"about_ca_topic_score_gemma":0.00002641592,"domain_scores_codex":[0.9977803,0.0000307715,0.001058858,0.0002955826,0.0003564768,0.0004780085],"domain_scores_gemma":[0.9987367,0.0001293869,0.0003658893,0.000570368,0.00008814135,0.000109469],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[7.897957e-7,0.000001054806,8.582655e-8,0.3698429,0.0008070088,0.000005100979,0.00002217325,0.000513708,0.000002597578,0.00001557522,0.002614034,0.626175],"study_design_scores_gemma":[0.00008816793,0.000007436677,4.505403e-8,0.2530354,0.001845907,0.00001558965,0.000006805169,0.0001283515,0.000007125408,0.00001868316,0.7444662,0.0003802602],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[2.525468e-7,0.9947715,0.0001022865,0.00001152183,0.001990406,0.0008702437,0.001613862,0.0003569422,0.0002830041],"genre_scores_gemma":[4.258274e-7,0.9985003,0.0001101828,0.0001032733,0.0002019522,0.0004030868,0.00008263706,0.0003678318,0.0002303077],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7418522,"threshold_uncertainty_score":0.9997228,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0595238479412432,"score_gpt":0.3403663200527075,"score_spread":0.2808424721114643,"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."}}