{"id":"W4402600151","doi":"10.1007/978-981-99-6794-0_11","title":"Basic Cancer Research in the UAE","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Computer science","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":[0.002588798,0.0005182911,0.0005751185,0.008497962,0.001069593,0.005132757,0.0006118171,0.0009497599,0.04132185],"category_scores_gemma":[0.0038718,0.0002215974,0.0004832188,0.01147146,0.000767295,0.002653537,0.001562951,0.00132565,0.01211439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002685969,"about_ca_system_score_gemma":0.004884764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002074817,"about_ca_topic_score_gemma":0.004260856,"domain_scores_codex":[0.998706,0.0004380139,0.0001039115,0.0001146311,0.0005452649,0.00009215121],"domain_scores_gemma":[0.9967929,0.001615143,0.0002725611,0.0001371219,0.0008730552,0.0003092347],"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":[0.00004178754,0.00005957916,0.001638552,0.003850765,0.00002705231,0.0004564611,0.000949878,0.0002865313,0.001356973,0.03308967,0.5430874,0.4151554],"study_design_scores_gemma":[0.000002244456,0.00002276843,0.001620483,0.001078221,0.00000685659,0.0004273652,0.0002851622,0.00006633525,0.0002133857,0.002273016,0.9939971,0.000006949617],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.00598076,0.730492,0.002400847,0.03291759,0.01767241,0.0000735753,0.00229722,0.000677577,0.207488],"genre_scores_gemma":[0.05181907,0.5464167,0.01730654,0.01714744,0.01718203,0.0001544071,0.003838771,0.0003332533,0.3458018],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04132185,"threshold_uncertainty_score":0.1382353,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05249412261702818,"score_gpt":0.3456794285369834,"score_spread":0.2931853059199552,"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."}}