{"id":"W1529962941","doi":"10.5772/21743","title":"Breast Cancer Metastasis: Advances Through the Use of In Vitro Co-Culture Model Systems","year":2011,"lang":"en","type":"book-chapter","venue":"InTech eBooks","topic":"Cancer Cells and Metastasis","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"In vitro; Metastasis; Cancer; Cancer research; Medicine; Oncology; Internal medicine; Biology; Genetics","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":[0.0001489613,0.0005084355,0.001166434,0.00014928,0.00004952454,0.00002829687,0.0002728699,0.0003604008,0.0001519349],"category_scores_gemma":[0.000009268686,0.00031268,0.0004023562,0.00003016343,0.00036254,0.0001090823,0.00008705771,0.0008081035,0.00001285751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002201619,"about_ca_system_score_gemma":0.0003290226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002431206,"about_ca_topic_score_gemma":0.0003299169,"domain_scores_codex":[0.9979499,0.00002968481,0.0007226528,0.0004873543,0.0004836224,0.0003267787],"domain_scores_gemma":[0.9982597,0.00004902451,0.0005104155,0.0007711488,0.000315645,0.00009410675],"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":[0.01375877,0.0005319458,0.00004339464,0.01005598,0.008051958,0.0006528147,0.01899849,0.0006495481,0.2332836,0.06743656,0.02548406,0.6210529],"study_design_scores_gemma":[0.000925929,0.0001012064,0.000001358382,0.002799335,0.001155226,0.0002645435,0.0001881362,0.00005214416,0.08248062,0.002442265,0.9091536,0.0004356285],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003597536,0.07002143,0.004396284,0.0003590006,0.001325563,0.004099606,0.008594583,0.0001826522,0.9106611],"genre_scores_gemma":[0.1910421,0.01338745,0.002035412,0.0008906331,0.0005845976,0.000540556,0.0001113371,0.000285938,0.791122],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8836696,"threshold_uncertainty_score":0.9999325,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08056373443930993,"score_gpt":0.3048060057257432,"score_spread":0.2242422712864333,"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."}}