{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001801999,0.001333181,0.0006303924,0.001501331,0.001285699,0.003358303,0.0007063918,0.002041,0.1661215],"category_scores_gemma":[0.00301004,0.0002735286,0.001011048,0.0006788785,0.0002870935,0.0009545216,0.001530422,0.001871818,0.07207459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001947703,"about_ca_system_score_gemma":0.001928128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001548426,"about_ca_topic_score_gemma":0.003847736,"domain_scores_codex":[0.9988614,0.000205683,0.00005593813,0.000123592,0.0005804878,0.0001728243],"domain_scores_gemma":[0.9979712,0.0001203768,0.00007995464,0.00003810498,0.001109721,0.0006805996],"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":[0.00009072728,0.00003051314,0.0001703398,0.0001768244,0.00001088895,0.0001410554,0.00003991896,0.00004515643,0.0004838887,0.0001970492,0.9727308,0.025883],"study_design_scores_gemma":[0.00001774596,0.0000426628,0.001080693,0.0001951343,0.00000897569,0.0001673982,0.00007414393,0.00004213272,0.0001764715,0.0001599998,0.998028,0.000006756939],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.008888639,0.07831049,0.001348193,0.06795815,0.4689641,0.0006225774,0.003473551,0.0006116954,0.3698227],"genre_scores_gemma":[0.02117201,0.0338176,0.001263177,0.01947398,0.1389904,0.0004700467,0.003758509,0.0005045147,0.7805498],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1661215,"threshold_uncertainty_score":0.5557317,"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."}}