{"id":"W1977537444","doi":"10.1126/scitranslmed.3009168","title":"Tumor Archaeology: Tracking Leukemic Evolution to Its Origins","year":2014,"lang":"en","type":"article","venue":"Science Translational Medicine","topic":"Acute Lymphoblastic Leukemia research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Archaeology; Tracking (education); Biology; History; Evolutionary biology; Medicine; Psychology","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":[0.001928852,0.000178809,0.0003222289,0.0007679978,0.0002318146,0.00001122463,0.0003757268,0.00004644681,0.0003819858],"category_scores_gemma":[0.002017999,0.0001356696,0.00004690593,0.001794107,0.001524706,0.0002679801,0.00004080478,0.0002848371,0.0002855336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001073242,"about_ca_system_score_gemma":0.001977339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001214732,"about_ca_topic_score_gemma":0.00002626107,"domain_scores_codex":[0.996478,0.00005331006,0.0003806216,0.000581356,0.00185952,0.0006472004],"domain_scores_gemma":[0.9980693,0.0003783241,0.00005794476,0.0003136246,0.0005567597,0.000623996],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0006390119,0.0001211801,0.01954531,0.000167322,0.00003500352,0.00006496595,0.003892365,0.0009713075,0.7634609,0.1784516,0.001020903,0.03163008],"study_design_scores_gemma":[0.01131143,0.002479584,0.7870298,0.001046751,0.0001655194,0.001398764,0.0004012096,0.1340697,0.01687505,0.009673186,0.03494025,0.0006087155],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.837028,0.000147512,0.1122891,0.03986425,0.000563756,0.0005432002,0.000007168091,0.0001385363,0.009418508],"genre_scores_gemma":[0.9922728,0.000004222619,0.004275923,0.002084709,0.0007896923,0.00002739304,0.00001343378,0.00001822011,0.0005136151],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7674845,"threshold_uncertainty_score":0.5617841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02994534879010386,"score_gpt":0.3360987197713557,"score_spread":0.3061533709812519,"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."}}