{"id":"W6950177197","doi":"10.5281/zenodo.7504498","title":"Synergistic inter-clonal cooperation involving crosstalk, co-option and co-dependency can enhance the invasiveness of genetically distant cancer clones Dataset","year":2023,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Cell culture; Cancer; Gene; Cell migration; Cell; Mutation","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":[0.0006493246,0.0009256058,0.0009113008,0.00155232,0.0008642137,0.001194518,0.0008762894,0.001000057,0.02147174],"category_scores_gemma":[0.001635813,0.0002334568,0.001035365,0.001910283,0.0002955497,0.0003944084,0.0009013209,0.0009604626,0.01024661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000576913,"about_ca_system_score_gemma":0.0009697769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006542069,"about_ca_topic_score_gemma":0.02058311,"domain_scores_codex":[0.9990826,0.0000948758,0.00006104763,0.0003554028,0.000256905,0.0001491825],"domain_scores_gemma":[0.9990082,0.0003307072,0.00009957873,0.000272598,0.0001965359,0.00009243985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001941079,0.000501972,0.05992845,0.006658109,0.001108366,0.0006722445,0.0003052725,0.00727798,0.1539201,0.004061757,0.6682461,0.09537856],"study_design_scores_gemma":[0.0003089051,0.0002878944,0.2313652,0.0003677505,0.0006433194,0.001003181,0.000427243,0.00640271,0.06413215,0.004885151,0.69003,0.0001464543],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.03073716,0.0005959198,0.002264176,0.0001641154,0.00008725665,0.00005787368,0.9603783,0.001659472,0.004055645],"genre_scores_gemma":[0.02196336,0.0001806936,0.004106485,0.0001067028,0.000009852846,0.0001528925,0.9711614,0.0002480269,0.002070504],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.02147174,"threshold_uncertainty_score":0.07183009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02644071591723768,"score_gpt":0.2931669467539108,"score_spread":0.2667262308366731,"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."}}