{"id":"W4230392482","doi":"10.32831/jik.v8i1.234","title":"","year":2019,"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":"","funders":"","keywords":"Medicine; Gynecology","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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.00472478,0.001364244,0.002724887,0.001549071,0.0007776566,0.0005527557,0.00111262,0.001361854,0.002986019],"category_scores_gemma":[0.001333861,0.001315283,0.0009929154,0.002838025,0.0004007003,0.003300657,0.0003823527,0.004033995,0.002466146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001675254,"about_ca_system_score_gemma":0.003872071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006860433,"about_ca_topic_score_gemma":0.00006329828,"domain_scores_codex":[0.9853324,0.0009180102,0.003638635,0.00215991,0.003299872,0.004651173],"domain_scores_gemma":[0.9874842,0.0008146852,0.001322084,0.002580331,0.001303045,0.006495696],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00806301,0.003189624,0.9106512,0.004646744,0.0004066364,0.0009644059,0.001476988,0.000009652373,0.01950532,0.002096657,0.001725696,0.04726404],"study_design_scores_gemma":[0.03047503,0.01160859,0.8562074,0.005399134,0.0005496008,0.002228975,0.00437135,0.002692535,0.003111539,0.0004627404,0.08150371,0.001389388],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9142526,0.01467264,0.0001025592,0.0524628,0.007123085,0.00454984,0.000234515,0.0002341553,0.006367855],"genre_scores_gemma":[0.9779223,0.006400634,0.0004647678,0.005969736,0.005917482,0.0001033592,0.0003105915,0.0001939187,0.002717209],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07977802,"threshold_uncertainty_score":0.9999346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01485612087928641,"score_gpt":0.3029362222203805,"score_spread":0.2880801013410941,"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."}}