{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000653407,0.0009893333,0.001243415,0.001066896,0.0003443661,0.0018876,0.00106205,0.0009721956,0.003064177],"category_scores_gemma":[0.0004172116,0.0005019476,0.0006544468,0.001266162,0.0005048758,0.001500129,0.0007702333,0.002719268,0.00473681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009441152,"about_ca_system_score_gemma":0.0004640044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001075404,"about_ca_topic_score_gemma":0.00203437,"domain_scores_codex":[0.9996414,0.00007839475,0.00002433552,0.00006633964,0.0001681054,0.00002141071],"domain_scores_gemma":[0.9997515,0.0001234167,0.00002227605,0.00002910736,0.00005325319,0.00002041593],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001623232,0.0004321113,0.0004131942,0.008716254,0.00008196798,0.0009248322,0.0006431333,0.002592102,0.4248909,0.03285637,0.05574331,0.4725435],"study_design_scores_gemma":[0.00001441624,0.0002393244,0.0006263882,0.0005460877,0.00007803817,0.001783696,0.00007579006,0.001269217,0.07710314,0.004366592,0.9138541,0.00004329248],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.006116886,0.8927944,0.05416463,0.002594057,0.002325158,0.0001417152,0.0007308631,0.0005894457,0.0405428],"genre_scores_gemma":[0.02227028,0.8978351,0.0456065,0.001136348,0.0008086257,0.0003236226,0.001457349,0.0002117022,0.03035049],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003064177,"threshold_uncertainty_score":0.01025075,"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."}}