{"id":"W2068473940","doi":"10.1158/0008-5472.can-14-2607","title":"When Will Resistance Be Futile?","year":2014,"lang":"en","type":"review","venue":"Cancer Research","topic":"Chronic Lymphocytic Leukemia Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"National Cancer Institute; U.S. Public Health Service","keywords":"Drug resistance; Cancer; Drug; Biology; Cancer research; Pharmacology; Medicine; Genetics","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":[0.0009744536,0.0005278936,0.001246993,0.001306265,0.0003677895,0.001752197,0.0007874201,0.002140043,0.004956779],"category_scores_gemma":[0.001544502,0.000214286,0.000431143,0.001134826,0.001058381,0.002951402,0.0006735052,0.002623881,0.00291272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009603876,"about_ca_system_score_gemma":0.001015789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008366255,"about_ca_topic_score_gemma":0.001824875,"domain_scores_codex":[0.9996415,0.000111478,0.00004012571,0.00005302983,0.0001140127,0.00003971478],"domain_scores_gemma":[0.9994891,0.0002677394,0.00005636077,0.00001850191,0.0001219876,0.00004626473],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007203092,0.0000427966,0.00022279,0.005598123,0.00006132248,0.0002869459,0.0001310769,0.0002242508,0.0009738447,0.01121026,0.06654624,0.9146302],"study_design_scores_gemma":[0.00001364028,0.00005667342,0.000416523,0.003331608,0.00004564764,0.001205131,0.0001750455,0.00005346056,0.0002503457,0.00593889,0.9884974,0.00001562676],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001651215,0.993516,0.0001632046,0.003918983,0.000419527,0.000003647835,0.00001571634,0.00001199597,0.001785732],"genre_scores_gemma":[0.001947404,0.9933095,0.0002223941,0.002276917,0.0005475676,0.000007083979,0.00003000417,0.000004533582,0.001654587],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004956779,"threshold_uncertainty_score":0.01658207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2093229256531513,"score_gpt":0.510930318427078,"score_spread":0.3016073927739267,"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."}}