{"id":"W4405669115","doi":"10.29173/hsi421","title":"STI-gma: Stigma and Sexually Transmitted Infections","year":2021,"lang":"en","type":"article","venue":"Health Science Inquiry","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Stigma (botany); Medicine; Psychology; Virology; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001301012,0.0001144518,0.0001946039,0.0003048009,0.001409436,0.00006069818,0.0001624884,0.00009005428,0.0003399015],"category_scores_gemma":[0.0005187847,0.0001076275,0.00002823305,0.001434201,0.002403946,0.0003624576,0.000104273,0.0004742997,0.0002513759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001308561,"about_ca_system_score_gemma":0.002270718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003023298,"about_ca_topic_score_gemma":0.00009684789,"domain_scores_codex":[0.9981905,0.0001744969,0.0002681031,0.0006395142,0.0001052342,0.0006221324],"domain_scores_gemma":[0.9988834,0.0001549806,0.00006085383,0.0004266247,0.0003719282,0.0001022251],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00004749883,0.00125809,0.1347529,0.0001935254,0.00007844052,0.00002671406,0.006723994,0.00005630632,0.6561823,0.008665497,0.006373836,0.1856408],"study_design_scores_gemma":[0.0008140875,0.0005899697,0.9047562,0.00004488845,0.000008628841,0.001339556,0.001930121,0.00001589224,0.04748856,0.0006223922,0.04214133,0.0002483533],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887777,0.003019909,0.001347408,0.003883613,0.001693934,0.00026398,0.000007642774,0.0001108772,0.000894954],"genre_scores_gemma":[0.9976701,0.0003970777,0.0002474355,0.0004080733,0.00007141614,0.00003205397,0.00001314318,0.000008822966,0.001151851],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7700033,"threshold_uncertainty_score":0.9998906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07276669896188066,"score_gpt":0.3971756564103314,"score_spread":0.3244089574484507,"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."}}