{"id":"W2443501998","doi":"10.1088/2057-1739/2/2/023001","title":"Cancer dissemination from a physical sciences perspective","year":2016,"lang":"en","type":"article","venue":"Convergent Science Physical Oncology","topic":"Cellular Mechanics and Interactions","field":"Biochemistry, Genetics and Molecular Biology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lawson Health Research Institute; London Health Sciences Centre; Western University","funders":"","keywords":"Extravasation; Metastasis; Cancer; Cancer metastasis; Medicine; Cancer cell; Invadopodia; Disease; Circulating tumor cell; Cancer research; Pathology; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0001382401,0.000110794,0.00013587,0.00005084151,0.0002295488,0.00002297857,0.0003527351,0.00004255536,0.0001271499],"category_scores_gemma":[0.0001897891,0.00007332992,0.00009424234,0.0002507975,0.0008465173,0.00002509254,0.0001791009,0.00005727844,0.00007747555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001889487,"about_ca_system_score_gemma":0.0003876341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009465835,"about_ca_topic_score_gemma":0.00002843088,"domain_scores_codex":[0.9987837,0.00003851,0.00009516419,0.0005668692,0.0002363198,0.0002794311],"domain_scores_gemma":[0.999342,0.00006498319,0.00007850153,0.0001913134,0.0002018355,0.0001214109],"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":[0.0000203289,0.0002223774,0.0001280155,4.414578e-7,0.00001228079,7.932516e-7,0.0002394617,0.000004169632,0.9783865,0.01194345,0.0005810102,0.008461208],"study_design_scores_gemma":[0.0002517156,0.0006378329,0.001245161,0.00001371597,0.00001915445,0.000001810587,0.0003661904,0.002620394,0.9721549,0.00605126,0.01646732,0.0001705693],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903388,0.0000659468,0.003988765,0.002537498,0.0007124316,0.0001043812,0.00003091464,0.0000119722,0.002209272],"genre_scores_gemma":[0.9985014,0.00007423977,0.00007865267,0.0001470389,0.0006595612,0.0000426533,0.000004447948,0.000006725642,0.0004853008],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01588631,"threshold_uncertainty_score":0.3119028,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0165289488000863,"score_gpt":0.3728728205669224,"score_spread":0.3563438717668361,"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."}}