{"id":"W4376134258","doi":"10.36401/jipo-22-x6","title":"Abstracts Presented at the 2022 Emirates Oncology Conference","year":2023,"lang":"en","type":"article","venue":"Journal of Immunotherapy and Precision Oncology","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Abu dhabi; Medicine; Health care; Breast cancer; Family medicine; Library science; Medical education; Political science; Cancer; Internal medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001891836,0.0001155796,0.0004414854,0.0001409422,0.000175219,0.00002252193,0.0001888349,0.0001890589,0.0008735991],"category_scores_gemma":[0.0002983899,0.00006661873,0.0001211547,0.0002592677,0.0001778162,0.0001136084,0.0000810838,0.000480529,0.00004916643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000197051,"about_ca_system_score_gemma":0.0004396432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003823257,"about_ca_topic_score_gemma":0.00006024905,"domain_scores_codex":[0.9984517,0.0002363272,0.0006208257,0.0001336237,0.0003284285,0.0002291201],"domain_scores_gemma":[0.9977957,0.001091847,0.0005021933,0.0001774451,0.0003261627,0.0001066715],"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":[0.009742524,0.0001345234,0.004834162,0.00001354356,0.0002686209,0.0006770235,0.002147449,0.0001140237,0.1223687,0.00007111336,0.08626615,0.7733622],"study_design_scores_gemma":[0.003729604,0.005714649,0.07478954,0.0001841909,0.0000583182,0.003463605,0.00146892,0.0001441314,0.005282067,0.001070642,0.9039969,0.00009738348],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.96818,0.008384787,0.00008031855,0.01757759,0.0006556427,0.000203098,0.000004030435,0.00001606467,0.004898442],"genre_scores_gemma":[0.9609789,0.03123556,0.0004182467,0.002904446,0.0003288166,0.0000095594,0.00000599541,0.0000156977,0.0041028],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8177308,"threshold_uncertainty_score":0.9565298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1071395898804719,"score_gpt":0.4166688896363567,"score_spread":0.3095292997558848,"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."}}