{"id":"W2764041747","doi":"10.2147/cmar.s147054","title":"A structured group exercise program for patients with metastatic cancer receiving chemotherapy and CTNNB1 (&amp;beta;-catenin) as a biomarker of exercise efficacy","year":2017,"lang":"en","type":"article","venue":"Cancer Management and Research","topic":"Cancer survivorship and care","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Augmentium Pharma Consulting (Canada); The Scarborough Hospital","funders":"","keywords":"Biomarker; Medicine; Chemotherapy; Oncology; BETA (programming language); Internal medicine; Cancer; Biology; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004362209,0.000213292,0.000449074,0.0002361919,0.000383279,0.0001629081,0.0002112027,0.00005999608,0.0001577382],"category_scores_gemma":[0.00002038033,0.0001506692,0.00006734852,0.000223629,0.0004461209,0.000145515,0.0001648533,0.0001618511,8.418004e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007706808,"about_ca_system_score_gemma":0.00006818953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0020093,"about_ca_topic_score_gemma":0.00109316,"domain_scores_codex":[0.9981546,0.00003635737,0.0002145248,0.0005137177,0.0006066785,0.0004741045],"domain_scores_gemma":[0.9987349,0.00005227243,0.0001392304,0.0005100243,0.0003642871,0.0001992858],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.006093097,0.0003011274,0.07735112,0.003621218,0.0005277086,0.000007877741,0.001427621,5.47754e-7,0.0001122991,0.00008411122,0.001935265,0.908538],"study_design_scores_gemma":[0.01536403,0.0009266518,0.9475912,0.003926043,0.000778913,0.000001264817,0.0008265985,0.0001157433,0.0005661033,0.0003614588,0.02916017,0.0003818382],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9863482,0.00694696,0.00003927843,0.0008807046,0.0001814764,0.004962715,0.00004741935,0.00003092167,0.0005622975],"genre_scores_gemma":[0.9793804,0.01388144,0.001018893,0.00003498724,0.00005399948,0.002085673,0.00004243456,0.00005229158,0.003449824],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9081562,"threshold_uncertainty_score":0.6144114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05892096130021798,"score_gpt":0.4024200761276586,"score_spread":0.3434991148274406,"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."}}