{"id":"W4237773855","doi":"10.1090/fic/048/11","title":"Mathematical aspects of modelling tumour angiogenesis","year":2006,"lang":"en","type":"other","venue":"","topic":"Mathematical Biology Tumor Growth","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Angiogenesis; Computer science; Computational biology; Biology; Cancer research","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003213258,0.0005066714,0.001295225,0.0003532636,0.00002205101,0.00001178073,0.0004497166,0.0005642984,0.00651809],"category_scores_gemma":[0.0001904939,0.0003866031,0.0003814387,0.0002026586,0.0001876874,0.00001742775,0.0001241191,0.0001885192,0.0003941301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003134941,"about_ca_system_score_gemma":0.00005292567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006558394,"about_ca_topic_score_gemma":0.00004304644,"domain_scores_codex":[0.9978243,0.0000561268,0.0008110701,0.0004472831,0.0004290876,0.0004321092],"domain_scores_gemma":[0.9979548,0.0006038444,0.0005290433,0.0007508688,0.00005357162,0.0001078852],"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":[0.000002677706,0.0002413099,0.000003856024,0.001375391,0.000107203,0.00001567124,0.00001348114,0.000002510173,0.0001114961,0.7030573,0.2950468,0.00002230854],"study_design_scores_gemma":[0.0002613679,0.00004101196,7.702214e-7,0.0006303794,0.0002631608,0.00003301665,0.00001665946,0.001918441,0.003037202,0.9877195,0.005590547,0.0004879524],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001338715,0.0002354594,0.1473775,0.00003252174,0.00005604204,0.0004517378,0.00004885362,0.0004610186,0.851203],"genre_scores_gemma":[0.007734573,0.00002047893,0.2478536,0.00002767742,0.0003035228,0.00004682784,0.00002698906,0.001068146,0.7429181],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2894563,"threshold_uncertainty_score":0.9998586,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04090502231051339,"score_gpt":0.2782503845403346,"score_spread":0.2373453622298212,"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."}}