{"id":"W3159332421","doi":"10.3390/cancers13092197","title":"Does Cancer Biology Rely on Parrondo’s Principles?","year":2021,"lang":"en","type":"review","venue":"Cancers","topic":"Mathematical Biology Tumor Growth","field":"Mathematics","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"Direction Générale de l’offre de Soins; Institut National Du Cancer; Institut National de la Santé et de la Recherche Médicale; Agence Nationale de la Recherche; Centre National de la Recherche Scientifique; European Commission; MAVA Foundation","keywords":"Biology; Epigenetics; Carcinogenesis; Phenotype; Cancer; Genome instability; Cancer cell; Dormancy; Genetics; DNA damage","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":[0.002013574,0.0007178566,0.001146155,0.001190808,0.0006148934,0.001396969,0.00128101,0.002172727,0.002393702],"category_scores_gemma":[0.0025412,0.0002405218,0.0006968885,0.0009248455,0.006654452,0.005340823,0.001202716,0.004717917,0.001651401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001930273,"about_ca_system_score_gemma":0.001436502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001125695,"about_ca_topic_score_gemma":0.0008595765,"domain_scores_codex":[0.9994226,0.0002013128,0.00003502466,0.00009287077,0.000202069,0.0000462016],"domain_scores_gemma":[0.9988368,0.0007901961,0.00006396115,0.0001116236,0.0001292936,0.00006813514],"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":[0.00003165577,0.00002475569,0.0002132866,0.001521499,0.00004303567,0.0001016092,0.0002130687,0.001343952,0.0003588634,0.7956545,0.04975554,0.1507382],"study_design_scores_gemma":[0.000012113,0.00004629832,0.0002326946,0.0006586348,0.00001417556,0.0004689989,0.00005067989,0.000620808,0.0002318833,0.4326695,0.5649752,0.00001896921],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009862684,0.9063327,0.01418846,0.053153,0.004275059,0.000009776505,0.00004034434,0.00008518917,0.02092921],"genre_scores_gemma":[0.04397413,0.918274,0.005808193,0.01333381,0.008959168,0.00005088013,0.00004976003,0.00006376507,0.009486413],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002393702,"threshold_uncertainty_score":0.01400512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1853029837343836,"score_gpt":0.4326994912412729,"score_spread":0.2473965075068893,"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."}}