{"id":"W4318043123","doi":"10.3390/cancers15030717","title":"Drug Resistance and Novel Therapies in Cancers in 2020","year":2023,"lang":"en","type":"editorial","venue":"Cancers","topic":"Advanced Breast Cancer Therapies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Drug resistance; Resistance (ecology); Intensive care 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003518261,0.0005306837,0.001072131,0.0003777971,0.00005094627,0.00003101791,0.0002481669,0.000486455,0.00005097954],"category_scores_gemma":[0.0004321675,0.0005337346,0.00009364826,0.0009001967,0.0003539097,0.0001425556,0.0000750659,0.001365363,0.00001108327],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01049857,"about_ca_system_score_gemma":0.004502703,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006137388,"about_ca_topic_score_gemma":0.06722184,"domain_scores_codex":[0.9970806,0.00004593617,0.00054261,0.0009353347,0.00069589,0.0006996303],"domain_scores_gemma":[0.9982857,0.0006595999,0.0002424262,0.0005035159,0.0001357447,0.0001730104],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002023088,0.00001397272,0.0005514364,0.0009212181,0.0001700625,0.0002210659,0.003327561,0.0004468352,0.0003314675,0.0000397498,0.9878188,0.004134705],"study_design_scores_gemma":[0.005005749,0.00004444094,0.001214571,0.003188953,0.0000455383,0.00000204488,0.001227394,0.00003626034,0.00004648947,0.0002833926,0.9883912,0.0005139526],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.005753373,0.03865349,0.00003931367,0.002321093,0.950195,0.001135229,0.0005763498,0.0002316317,0.001094518],"genre_scores_gemma":[0.01058786,0.03226874,0.001415343,0.0007317698,0.9161296,0.001463142,0.0004863213,0.0006669536,0.03625029],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.06108445,"threshold_uncertainty_score":0.9997114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01094546598785998,"score_gpt":0.2900582756143241,"score_spread":0.2791128096264641,"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."}}