{"id":"W4323288297","doi":"10.20884/1.ki.2022.14.2.5188","title":"","year":2022,"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":"Human immunodeficiency virus (HIV); Medicine; Gynecology; Family 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","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006130149,0.001064506,0.001952384,0.001681449,0.006280474,0.0001501026,0.00113919,0.000487352,0.002853661],"category_scores_gemma":[0.0005005319,0.001287202,0.0007169956,0.004633941,0.0004874165,0.0007909682,0.001281896,0.004869022,0.00007676551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003027058,"about_ca_system_score_gemma":0.005052031,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007215869,"about_ca_topic_score_gemma":0.00002122311,"domain_scores_codex":[0.9844259,0.002998264,0.002876501,0.002067829,0.003679437,0.003952056],"domain_scores_gemma":[0.9923915,0.0006663199,0.001023376,0.002026736,0.0004748336,0.003417198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01121711,0.008160659,0.9315288,0.001842604,0.0003707337,0.003590282,0.005579819,0.0001612412,0.003241345,0.004238892,0.005323726,0.02474481],"study_design_scores_gemma":[0.03656713,0.0114705,0.8370256,0.0002895438,0.0007007762,0.005068128,0.0143212,0.001801504,0.001098294,0.0005822472,0.08971667,0.001358342],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8796626,0.01471769,0.0002336923,0.09451611,0.005317359,0.004043492,0.0002707958,0.000356679,0.0008816221],"genre_scores_gemma":[0.976641,0.001011596,0.0002086434,0.01494424,0.003109492,0.002714764,0.0006861315,0.0001848449,0.0004993089],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09697841,"threshold_uncertainty_score":0.9989578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02139024955699814,"score_gpt":0.2850272799308213,"score_spread":0.2636370303738232,"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."}}