{"id":"W4282915233","doi":"10.1071/sh21198","title":"Rumination, risk, and response: a qualitative analysis of sexual health anxiety among online sexual health chat service users","year":2022,"lang":"en","type":"article","venue":"Sexual Health","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; BC Centre for Disease Control; Simon Fraser University","funders":"","keywords":"Anxiety; Reproductive health; Worry; Mental health; Thematic analysis; Psychological intervention; Medicine; Clinical psychology; Psychiatry; Psychology; Qualitative research; Population","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"],"consensus_categories":[],"category_scores_codex":[0.01051471,0.000340838,0.001381296,0.001481605,0.001218547,0.00002931102,0.0002661367,0.00008643761,0.0004246992],"category_scores_gemma":[0.0007059815,0.0003402816,0.000120771,0.004098378,0.0002652459,0.0002226526,0.0002924938,0.001188679,0.000007487734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001456076,"about_ca_system_score_gemma":0.003631925,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07842291,"about_ca_topic_score_gemma":0.06325907,"domain_scores_codex":[0.9885274,0.006537687,0.001539611,0.0008965475,0.001398775,0.001099945],"domain_scores_gemma":[0.9956698,0.0007088719,0.001093854,0.0007421518,0.0004667858,0.001318524],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.007485801,0.00580282,0.1562921,0.006403733,0.003628799,0.00002218373,0.5014902,0.0004877585,0.000373679,0.0004294382,0.09589557,0.2216879],"study_design_scores_gemma":[0.00306452,0.0447051,0.4398813,0.0001305317,0.0002535201,0.0000337342,0.4865292,0.01810085,0.000007130414,0.00003493585,0.006921551,0.0003376268],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9476568,0.002393918,0.0009183891,0.04168859,0.00007094038,0.001399678,0.005749004,0.00009585359,0.00002680622],"genre_scores_gemma":[0.9813384,0.000528766,0.001276481,0.004862755,0.0001167452,0.0001289988,0.004024497,0.00006805713,0.007655246],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2835892,"threshold_uncertainty_score":0.9999049,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06967756845633141,"score_gpt":0.4566312130282782,"score_spread":0.3869536445719468,"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."}}