{"id":"W4405883638","doi":"10.4103/mdj.mdj_21_24","title":"MIDEC 2024 Abstracts","year":2024,"lang":"fr","type":"article","venue":"Malaysian Dental Journal","topic":"Advanced Breast Cancer Therapies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000448819,0.0003953719,0.000412268,0.0003342765,0.0001727232,0.0005357431,0.0002493934,0.0002148463,0.02075814],"category_scores_gemma":[0.00004449886,0.0003691456,0.0004291164,0.0004375815,0.0003017362,0.0007421721,0.000078989,0.001821195,0.008182235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001187128,"about_ca_system_score_gemma":0.0004837025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003341046,"about_ca_topic_score_gemma":0.00001740914,"domain_scores_codex":[0.9971986,0.00007827001,0.0007005163,0.0003930203,0.0006711501,0.0009584354],"domain_scores_gemma":[0.9986302,0.0000940731,0.000130293,0.0002550462,0.0000767773,0.0008136345],"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":[0.0003437183,0.00030223,0.006007462,0.001038722,0.001318851,0.04645945,0.001431996,0.000882237,0.009875198,0.001888929,0.03749586,0.8929554],"study_design_scores_gemma":[0.001503199,0.0004205068,0.02315631,0.008274229,0.0006118055,0.1363899,0.002723518,0.001149694,0.002790439,0.003264462,0.8192098,0.0005061334],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2433646,0.6251019,0.002359505,0.02214043,0.06908569,0.0003618216,0.0001152994,0.0001839281,0.03728677],"genre_scores_gemma":[0.8223535,0.00270398,0.001623681,0.0008034128,0.01731612,0.000006953784,0.000008912701,0.0001376374,0.1550458],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8924492,"threshold_uncertainty_score":0.999876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01127924827418299,"score_gpt":0.2988835253411998,"score_spread":0.2876042770670168,"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."}}