{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001862608,0.0005095053,0.001772851,0.000834409,0.0007528924,0.002943041,0.0009757752,0.002281873,0.005964935],"category_scores_gemma":[0.001940304,0.0002469483,0.0008289141,0.0004724122,0.002177912,0.00419282,0.0007360784,0.002228235,0.002466098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008786086,"about_ca_system_score_gemma":0.001073991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004064908,"about_ca_topic_score_gemma":0.0005303771,"domain_scores_codex":[0.9991254,0.0001888988,0.00008050638,0.0001861522,0.0002394022,0.0001796739],"domain_scores_gemma":[0.9984204,0.0003757002,0.0004597286,0.0002031309,0.0003677348,0.0001732687],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001702242,0.001193447,0.02860551,0.01668953,0.0005504774,0.006364963,0.00231495,0.001626486,0.2787501,0.07906961,0.04251078,0.5406219],"study_design_scores_gemma":[0.0002991394,0.003871743,0.07020761,0.005188562,0.001000147,0.02619668,0.00778202,0.005634119,0.3275478,0.06645241,0.4854488,0.0003710095],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1184745,0.7467702,0.0398104,0.06591543,0.005309734,0.0004855196,0.001010864,0.001362036,0.0208613],"genre_scores_gemma":[0.6076205,0.3480741,0.007732065,0.008505803,0.0034862,0.0005386604,0.0006192546,0.0001841469,0.02323936],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005964935,"threshold_uncertainty_score":0.01995468,"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."}}