{"id":"W7018227195","doi":"","title":"Computational Systems Biology in Cancer: Modeling Methods and Applications","year":2007,"lang":"en","type":"article","venue":"National Research Council Canada (Government of Canada)","topic":"Mathematical Biology Tumor Growth","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Genome Alberta; Genome Canada","keywords":"Systems biology; Modelling biological systems; Computational model; Key (lock); Computational complexity theory","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.04367658,0.0001240187,0.0002758678,0.00007115949,0.0001438822,0.00001129296,0.0002416503,0.0000812494,0.00003545298],"category_scores_gemma":[0.03125028,0.0001195902,0.00001566397,0.0003320205,0.0001230915,0.0000365896,0.00008813023,0.0003120703,3.852657e-8],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.05516134,"about_ca_system_score_gemma":0.0895747,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6133921,"about_ca_topic_score_gemma":0.9846038,"domain_scores_codex":[0.9436086,0.0002552824,0.0006843209,0.0003348248,0.05458362,0.0005334024],"domain_scores_gemma":[0.9778572,0.005667857,0.0001401133,0.0001525504,0.01598301,0.0001992148],"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":[0.00004686593,0.00005616111,0.0003142109,0.000219694,0.00004184687,0.000006038272,0.00002859929,0.003650332,0.000501112,0.9749088,0.01922263,0.001003758],"study_design_scores_gemma":[0.0008539907,0.00006002427,0.0006432698,0.0001213725,0.00001383348,0.00001701871,0.001226258,0.3611556,0.0005444083,0.5376076,0.09741419,0.0003424707],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03294916,0.002442575,0.3236597,0.004319021,0.0003551091,0.002456209,0.0007663383,0.00003093499,0.6330209],"genre_scores_gemma":[0.9888647,0.00001817133,0.01065322,0.0001066504,0.00006509091,0.0001465331,0.000001038842,0.00001310465,0.0001315364],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9559155,"threshold_uncertainty_score":0.9847362,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2146057123430659,"score_gpt":0.4336975105020233,"score_spread":0.2190917981589574,"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."}}