{"id":"W4391652271","doi":"10.36401/jipo-24-x1","title":"Abstracts Presented at the 2023 Emirates Oncology Conference","year":2024,"lang":"en","type":"article","venue":"Journal of Immunotherapy and Precision Oncology","topic":"Economic and Financial Impacts of Cancer","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Abu dhabi; Health care; Family medicine; Medical education; Political science; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001978357,0.001311337,0.0006655497,0.00146363,0.001236918,0.003578282,0.0007209748,0.001998052,0.170928],"category_scores_gemma":[0.003415295,0.0002634434,0.001106938,0.0007073413,0.0003061786,0.001017377,0.00152906,0.001949723,0.07425616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001953092,"about_ca_system_score_gemma":0.001936688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001486753,"about_ca_topic_score_gemma":0.003395731,"domain_scores_codex":[0.9988511,0.0002034787,0.00006201805,0.0001208965,0.0005947388,0.0001677132],"domain_scores_gemma":[0.9978266,0.0001381421,0.00009507353,0.00003932596,0.001197201,0.0007036428],"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":[0.0001025846,0.00003036639,0.0001644691,0.0002039949,0.00001167791,0.0001339923,0.00003964314,0.00004615588,0.0004775824,0.0002120477,0.970853,0.0277244],"study_design_scores_gemma":[0.0000207247,0.0000509298,0.001147788,0.0002496034,0.00001122063,0.0001720462,0.0000820114,0.00004790782,0.0001983559,0.0002140811,0.9977976,0.000007809117],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.008047647,0.08129955,0.001400106,0.06464039,0.5131477,0.0006311059,0.003569978,0.0006028666,0.3266607],"genre_scores_gemma":[0.02104363,0.0402431,0.001382457,0.02023024,0.1566185,0.0004876261,0.004006043,0.0005311117,0.7554573],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.170928,"threshold_uncertainty_score":0.5718111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04762755318438454,"score_gpt":0.3174265874005819,"score_spread":0.2697990342161974,"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."}}