{"id":"W4382793505","doi":"10.32831/jik.v11i2.455","title":"","year":2023,"lang":"","type":"article","venue":"Jurnal Ilmu Kesehatan","topic":"Public Health and Nutrition","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"SNC-Lavalin (Canada)","funders":"","keywords":"Medicine; Gynecology","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","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.00754465,0.001277857,0.002266507,0.003412955,0.001942018,0.0005868532,0.001080785,0.001258502,0.0005339396],"category_scores_gemma":[0.004296481,0.001269054,0.0009586235,0.01113618,0.0006587793,0.00244366,0.0005384217,0.003488189,0.002350924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001270862,"about_ca_system_score_gemma":0.003554269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000625261,"about_ca_topic_score_gemma":0.0001131276,"domain_scores_codex":[0.9838914,0.0009997177,0.003672677,0.001999406,0.003559015,0.00587777],"domain_scores_gemma":[0.9870378,0.001217436,0.0009906797,0.002008511,0.001173677,0.007571884],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007468575,0.002924681,0.7350249,0.006021332,0.000692803,0.01175975,0.004412872,0.0000312147,0.01571664,0.002289711,0.03864522,0.1750123],"study_design_scores_gemma":[0.01738025,0.005313425,0.8674578,0.003708011,0.0005401254,0.001487941,0.006691377,0.006453253,0.001837632,0.001144952,0.08682723,0.00115801],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8520138,0.006230128,0.00009400005,0.1307906,0.005329016,0.002446556,0.0004469657,0.001083697,0.001565218],"genre_scores_gemma":[0.9602342,0.02257673,0.0001902804,0.003630033,0.009758538,0.0002753933,0.0009918248,0.0002242963,0.002118666],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1738543,"threshold_uncertainty_score":0.9999973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05396246345630596,"score_gpt":0.3666627406016316,"score_spread":0.3127002771453257,"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."}}