{"id":"W4323288120","doi":"10.20884/1.ki.2021.13.2.4078","title":"","year":2021,"lang":"","type":"article","venue":"Kesmas Indonesia","topic":"Public Health and Nutrition","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Gynecology; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.002453552,0.001158044,0.002374606,0.0006983483,0.001275841,0.0003464716,0.0004787882,0.001677126,0.0008406333],"category_scores_gemma":[0.002340502,0.001305084,0.0008192247,0.004213674,0.0005650722,0.001151715,0.0003693381,0.00256418,0.0002765921],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009616507,"about_ca_system_score_gemma":0.0103565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002033236,"about_ca_topic_score_gemma":0.0001138183,"domain_scores_codex":[0.9870681,0.001659281,0.00299269,0.00235395,0.002068596,0.003857391],"domain_scores_gemma":[0.9887508,0.0008208094,0.0006744063,0.002469204,0.00258261,0.004702184],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002572347,0.005949327,0.9048581,0.00466606,0.0005094726,0.01618534,0.002110744,0.000005212625,0.02065338,0.004771187,0.001865771,0.03585311],"study_design_scores_gemma":[0.0282168,0.0016057,0.8769231,0.002688998,0.0008811885,0.006437186,0.00418374,0.0004053738,0.05584092,0.0005771616,0.02111292,0.00112689],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8349474,0.0388396,0.0009509253,0.1178401,0.003834512,0.001480003,0.00007159465,0.0002649146,0.00177095],"genre_scores_gemma":[0.9679709,0.009613677,0.001209059,0.01375156,0.005578642,0.0002411272,0.0006836033,0.0001576325,0.0007938112],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1330235,"threshold_uncertainty_score":0.999737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02445139721469292,"score_gpt":0.3049418142195588,"score_spread":0.2804904170048659,"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."}}