{"id":"W4402243387","doi":"10.2196/54565","title":"User Views on Online Sexual Health Symptom Checker Tool: Qualitative Research","year":2024,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Health and Medical Research Council; Medical Research Council","keywords":"Preprint; Qualitative research; Psychology; Computer science; Human–computer interaction; World Wide Web; Internet privacy; Sociology","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":[0.03537689,0.0005498273,0.0007674932,0.002105025,0.003730653,0.003108966,0.001577481,0.00144657,0.00322941],"category_scores_gemma":[0.04516012,0.0006030891,0.0005672086,0.002143248,0.00441375,0.003919047,0.005456192,0.001696129,0.000408681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004584771,"about_ca_system_score_gemma":0.004727371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006330214,"about_ca_topic_score_gemma":0.008537519,"domain_scores_codex":[0.9763141,0.01923781,0.0008527492,0.0006690941,0.00143913,0.001487175],"domain_scores_gemma":[0.9482297,0.04348256,0.002198701,0.0007252541,0.003956848,0.001406922],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005515106,0.0000962762,0.007406719,0.0005838656,0.000007988717,0.0003193782,0.9784571,0.00005042547,0.0006641167,0.0005529819,0.0005257788,0.01128024],"study_design_scores_gemma":[0.00001510145,0.0001511048,0.00479364,0.000728329,0.00001173667,0.0001985661,0.9873002,0.0002324158,0.0006242681,0.0002529899,0.005665042,0.00002664504],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868318,0.0006306011,0.0031037,0.001683964,0.00003502305,0.001295501,0.0008091582,0.00002912932,0.005581121],"genre_scores_gemma":[0.9913488,0.0007863546,0.003177278,0.0008525255,0.00001297492,0.001670996,0.000213444,0.00003455377,0.001903024],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03537689,"threshold_uncertainty_score":0.1870931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2798795218068449,"score_gpt":0.5775776788711339,"score_spread":0.297698157064289,"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."}}