{"id":"W4378980382","doi":"10.18632/oncoscience.577","title":"Cancer cell repopulation after therapy: which is the mechanism?","year":2023,"lang":"en","type":"article","venue":"Oncoscience","topic":"Cancer Cells and Metastasis","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; McGill University","funders":"Ovarian Cancer Canada","keywords":"Repopulation; Cancer; Cancer research; Cell; Cancer cell; Cancer stem cell; Biology; Cell therapy; Disease; Mechanism (biology); Medicine; Stem cell; Immunology; Oncology; Internal medicine; Genetics; Haematopoiesis","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.000322254,0.00007537872,0.00009988685,0.00003196094,0.0001143827,0.0000281473,0.000101507,0.00002921172,0.0008197188],"category_scores_gemma":[0.00001732237,0.00004453751,0.00005038988,0.000803687,0.00003839842,0.00008380821,0.00003694173,0.00007120109,0.0001001327],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007803222,"about_ca_system_score_gemma":0.0001476583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001076861,"about_ca_topic_score_gemma":0.0004614251,"domain_scores_codex":[0.9990653,0.00001755324,0.0001168009,0.000248881,0.0003456565,0.0002057937],"domain_scores_gemma":[0.9994751,0.00002075286,0.00004910596,0.0003159625,0.00007380182,0.00006530844],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004738311,0.0002896386,0.03743243,0.0001565643,0.00005394325,0.0001014566,0.01076975,0.0001097171,0.577233,0.001073285,0.05529232,0.3170141],"study_design_scores_gemma":[0.001760488,0.0003532902,0.1750001,0.0001525177,0.0001235855,0.00003085434,0.00120643,0.005074089,0.3548304,0.001875628,0.4591537,0.0004389751],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9801267,0.001343994,0.0002645619,0.009661486,0.0008973875,0.0003841463,0.00001780058,0.00009137884,0.007212579],"genre_scores_gemma":[0.9868475,0.002856081,0.0001918699,0.002750553,0.0001440441,0.00009670161,0.000002354321,0.00001051869,0.007100385],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4038613,"threshold_uncertainty_score":0.8975346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03881761605488043,"score_gpt":0.3259736152819621,"score_spread":0.2871559992270817,"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."}}