{"id":"W3123534329","doi":"10.20944/preprints201709.0018.v1","title":"Zebrafish Xenograft: An Evolutionary Experiment in Tumour Biology","year":2017,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Zebrafish Biomedical Research Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Zebrafish; Biology; Xenotransplantation; Context (archaeology); Model organism; Embryonic stem cell; Human disease; Computational biology; Gene; Genetics; Medicine; Transplantation; Internal medicine","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":[0.003098445,0.0005734693,0.00065458,0.000785087,0.00075569,0.001405319,0.0008295469,0.001723251,0.003158698],"category_scores_gemma":[0.001651987,0.0003362586,0.0006418867,0.0004587491,0.002558659,0.00221151,0.001510434,0.002662594,0.0008552587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001723216,"about_ca_system_score_gemma":0.00103678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001431248,"about_ca_topic_score_gemma":0.00246209,"domain_scores_codex":[0.9989962,0.0003143242,0.00004817956,0.0002043545,0.0003653325,0.00007156626],"domain_scores_gemma":[0.9993989,0.0002875712,0.00006599023,0.00007346033,0.0001094482,0.00006451784],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0009068775,0.0001449887,0.003277373,0.002712509,0.0001806653,0.002522778,0.00191156,0.001854517,0.4590411,0.2416295,0.03300831,0.2528097],"study_design_scores_gemma":[0.0001059216,0.001920687,0.005287015,0.001033875,0.0002526839,0.00565581,0.0007579942,0.001213862,0.1164903,0.03240711,0.8347021,0.0001726901],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1528338,0.3206855,0.2842509,0.06339817,0.0103605,0.000529333,0.002233301,0.002881612,0.1628269],"genre_scores_gemma":[0.4597365,0.2790444,0.1765323,0.01367121,0.001825314,0.0007320392,0.002118476,0.001086219,0.06525367],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003158698,"threshold_uncertainty_score":0.01638633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09882153791546296,"score_gpt":0.4102259129341172,"score_spread":0.3114043750186543,"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."}}