{"id":"W1998534698","doi":"10.1093/jnci/djn481","title":"From Human to Mouse and Back: 'Tumorgraft' Models Surge in Popularity","year":2008,"lang":"en","type":"article","venue":"JNCI Journal of the National Cancer Institute","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":134,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Popularity; Cancer; Medicine; Lung cancer; Cancer drugs; Reputation; Work (physics); Oncology; Internal medicine; Political science; Law; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001496436,0.00008249802,0.0001255013,0.00005699365,0.00008455473,0.00001475251,0.000193561,0.00005672363,0.00001150421],"category_scores_gemma":[0.0001047776,0.0000669278,0.00006696807,0.0000818339,0.00006014525,0.00001433523,0.00009981181,0.0001180477,8.916082e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001117061,"about_ca_system_score_gemma":0.0002993463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001021743,"about_ca_topic_score_gemma":0.001549087,"domain_scores_codex":[0.9992589,0.00002001795,0.0002615304,0.0001213634,0.000237728,0.0001004934],"domain_scores_gemma":[0.9994807,0.0000107272,0.0001359463,0.00008642319,0.0002122018,0.00007399631],"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":[0.0006563024,0.0003452079,0.1047314,0.00002674233,0.0002623881,0.0000490459,0.0009995013,0.1980186,0.6065098,0.002288061,0.08514686,0.0009660951],"study_design_scores_gemma":[0.007743102,0.0004988786,0.2716763,0.0002859949,0.0001017134,0.000449759,0.00007773958,0.001148909,0.2984057,0.02400096,0.3944322,0.001178713],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973931,0.0006136773,0.0001743021,0.0007926614,0.000499823,0.000075834,0.0001586728,8.162373e-7,0.0002910557],"genre_scores_gemma":[0.9966682,0.0004975807,0.0004472212,0.001203102,0.0008761457,0.000004187568,0.00001284087,0.000007890985,0.0002827917],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3092853,"threshold_uncertainty_score":0.2729236,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0564546774387991,"score_gpt":0.310727040976344,"score_spread":0.2542723635375449,"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."}}