{"id":"W2034851030","doi":"10.4171/owr/2014/19","title":"Mini-Workshop: Mathematical Models for Cancer Cell Migration","year":2015,"lang":"en","type":"article","venue":"Oberwolfach Reports","topic":"Mathematical Biology Tumor Growth","field":"Mathematics","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Computer science; Computational biology; 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":[0.001387637,0.0003363997,0.0006212782,0.00005401099,0.00009058404,0.00005347288,0.0001931081,0.0002782129,0.0002922087],"category_scores_gemma":[0.001606496,0.0002695604,0.0002156307,0.0001297104,0.00009674741,0.0002605464,0.00009420604,0.0001684196,0.00003400428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001845521,"about_ca_system_score_gemma":0.000177405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004215847,"about_ca_topic_score_gemma":0.0001731307,"domain_scores_codex":[0.9972934,0.00007475223,0.001075503,0.0005592714,0.0004678496,0.0005291953],"domain_scores_gemma":[0.9972305,0.0007500505,0.0005214378,0.0008119728,0.0003331259,0.0003529644],"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":[0.0001804756,0.00256638,0.001227892,0.002479223,0.0002699509,0.0004495667,0.007073563,0.0003171584,0.00221483,0.6285034,0.3523838,0.002333743],"study_design_scores_gemma":[0.0004054141,0.00008114056,0.000007077518,0.0000839209,0.0001437916,0.0002469325,0.0003875976,0.01468869,0.00479156,0.9738348,0.004963934,0.0003651764],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4763919,0.0009886238,0.3740458,0.002644103,0.001147031,0.00389116,0.00006274385,0.0008026144,0.140026],"genre_scores_gemma":[0.8186591,0.0000201668,0.1627604,0.0002189478,0.0003563739,0.001215882,0.00005289427,0.0001262683,0.01659004],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3474198,"threshold_uncertainty_score":0.9999757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1268741432722795,"score_gpt":0.3468684657201433,"score_spread":0.2199943224478638,"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."}}