{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006030395,0.0007351366,0.0008921964,0.001469607,0.0001108713,0.0008534612,0.0003439885,0.0005179807,0.001791605],"category_scores_gemma":[0.01116315,0.0001720265,0.0007163409,0.001060238,0.0004001231,0.0005506882,0.0003517916,0.0008324494,0.0003638396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004861557,"about_ca_system_score_gemma":0.000886812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006828461,"about_ca_topic_score_gemma":0.00173007,"domain_scores_codex":[0.9976404,0.001234993,0.0002052201,0.0002623849,0.0005903445,0.00006668775],"domain_scores_gemma":[0.9849932,0.00975779,0.003018357,0.0007424075,0.001052802,0.0004354109],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007107716,0.0009077716,0.7915684,0.001678712,0.001594785,0.0004628827,0.0001187205,0.01285626,0.03702064,0.0006299127,0.002088701,0.1439655],"study_design_scores_gemma":[0.0007529717,0.03169518,0.8092386,0.0009188403,0.006577378,0.005893011,0.0003501686,0.03849385,0.07812312,0.001740515,0.02603514,0.0001812322],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8789883,0.07820471,0.02661007,0.001376434,0.0002935576,0.00076056,0.005024415,0.0003097206,0.008432204],"genre_scores_gemma":[0.9876508,0.00404339,0.005439894,0.0002956808,0.00007140628,0.0001071478,0.001809096,0.00001367651,0.0005689923],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006030395,"threshold_uncertainty_score":0.03189218,"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."}}