{"id":"W1852153956","doi":"","title":"Clinical predictive value of the in vitro cell line, human xenograft, and mouse allograft preclinical cancer models.","year":2003,"lang":"en","type":"article","venue":"PubMed","topic":"Cancer Research and Treatments","field":"Biochemistry, Genetics and Molecular Biology","cited_by":524,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Cancer; Ovarian cancer; Medicine; Breast cancer; Lung cancer; Cancer research; Cell culture; In vivo; In vitro; Colorectal cancer; Oncology; Pathology; Internal medicine; Biology","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":[0.0003855057,0.0001044843,0.0001706906,0.00002518304,0.0000389931,0.000009445006,0.0001458044,0.0001327067,0.00000216232],"category_scores_gemma":[0.0001058095,0.00007545508,0.0001104281,0.00007953261,0.0002059569,0.000004216523,0.0001083971,0.0001588967,1.604771e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001979135,"about_ca_system_score_gemma":0.000082035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003594631,"about_ca_topic_score_gemma":0.0005090753,"domain_scores_codex":[0.9987662,0.0002116096,0.0002829169,0.0003142409,0.0001355673,0.0002893946],"domain_scores_gemma":[0.9994431,0.0000289718,0.00007756644,0.0002801489,0.00004360944,0.0001266685],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001985692,0.002448267,0.918548,0.0000972344,0.0005577602,0.000008849824,0.0001314028,0.001102201,0.03799509,0.0001742376,0.00124259,0.03570865],"study_design_scores_gemma":[0.006521115,0.000462565,0.5044498,0.00001423254,0.00008969264,0.000003388317,0.00003581741,0.0003761771,0.4815196,0.0008317045,0.005418316,0.0002775676],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958632,0.001902527,0.00004130322,0.0000618211,0.00006426196,0.0006734148,0.00007934746,0.000004085191,0.001310015],"genre_scores_gemma":[0.9973367,0.001069706,0.00008016947,0.00009085117,0.0000596396,0.000743106,0.00001634083,0.00001364289,0.0005897825],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4435245,"threshold_uncertainty_score":0.3076969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04195883989971689,"score_gpt":0.3337482700574392,"score_spread":0.2917894301577224,"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."}}