{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005157475,0.0004097219,0.0004262087,0.0009227664,0.0005989738,0.001991794,0.0004453976,0.001339215,0.005811738],"category_scores_gemma":[0.0008165272,0.0001563302,0.0004828753,0.0004169102,0.001787396,0.001952235,0.001287329,0.00220692,0.0008286731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001619845,"about_ca_system_score_gemma":0.00120713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001292534,"about_ca_topic_score_gemma":0.001112161,"domain_scores_codex":[0.9996279,0.0001018605,0.00001644056,0.00004659059,0.0001601592,0.00004703346],"domain_scores_gemma":[0.9996502,0.0001104647,0.00006572379,0.00002684647,0.00007857351,0.00006812484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001256929,0.0001637455,0.00597997,0.002218251,0.0001222855,0.002385355,0.0008224596,0.005288013,0.06303424,0.6617943,0.0426285,0.2154372],"study_design_scores_gemma":[0.0000343383,0.0004517046,0.009803479,0.0008964554,0.0000872159,0.004743325,0.001515706,0.003406285,0.01583058,0.2574007,0.7057533,0.00007696511],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.0544225,0.474984,0.04442388,0.2598024,0.00753002,0.0001068229,0.000403445,0.0003323738,0.1579945],"genre_scores_gemma":[0.5706796,0.3495416,0.01017319,0.01508179,0.007910643,0.00009218846,0.0001839428,0.00006184733,0.04627518],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005811738,"threshold_uncertainty_score":0.01944226,"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."}}