{"id":"W3172299607","doi":"10.2196/26202","title":"Associations Between Methods of Meeting Sexual Partners and Sexual Practices Among Heterosexuals: Cross-sectional Study in Melbourne, Australia","year":2021,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Health and Medical Research Council; Medical Research Council","keywords":"Gonorrhea; Thrush; Chlamydia; Reproductive health; Medicine; Demography; Cross-sectional study; Syphilis; Men who have sex with men; Logistic regression; Family medicine; Odds ratio; Sexual partner; Public health; Human immunodeficiency virus (HIV); Population; Environmental health; Cervical cancer","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001006061,0.0002206272,0.0003522725,0.0007193523,0.000555333,0.0006984417,0.0004940056,0.0003429624,0.0009900286],"category_scores_gemma":[0.002278118,0.0003872677,0.0002715486,0.0009354602,0.0003144158,0.0006359351,0.0007719888,0.0004889637,0.0001736125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001012954,"about_ca_system_score_gemma":0.000752961,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0944954,"about_ca_topic_score_gemma":0.1211917,"domain_scores_codex":[0.999128,0.0002413076,0.00008916512,0.0001305786,0.0002836617,0.0001271464],"domain_scores_gemma":[0.9981688,0.0001843447,0.0008473201,0.00005776665,0.0003231924,0.0004185294],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002178096,0.00004283099,0.9968387,0.00003941251,0.0000314087,0.00006835143,0.001052052,0.000008823698,0.0001319185,0.000009001078,0.00008353501,0.001672136],"study_design_scores_gemma":[0.00000105041,0.00003685446,0.9991311,0.00001230408,0.000008216099,0.00008478561,0.0005784481,0.00004326746,0.000009561239,0.000004560605,0.00008776686,0.000001984971],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989281,0.000392385,0.00004722311,0.00005108441,0.000002508262,0.00002340187,0.0001699349,0.000001559948,0.0003836598],"genre_scores_gemma":[0.9993554,0.0002176033,0.00009943565,0.00003719039,0.000003461192,0.00002091564,0.00007857123,8.479782e-7,0.00018664],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0944954,"threshold_uncertainty_score":0.1878908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3187084830141015,"score_gpt":0.591834013627958,"score_spread":0.2731255306138565,"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."}}