{"id":"W3209989824","doi":"10.1007/s10461-022-03596-7","title":"Color, Scent and Size: Exploring Women's Preferences Around Design Characteristics of Drug-Releasing Vaginal Rings","year":2022,"lang":"en","type":"article","venue":"AIDS and Behavior","topic":"Color perception and design","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Queen's University; Queen's University Belfast","keywords":"Flexibility (engineering); Vaginal ring; Human immunodeficiency virus (HIV); Silicone; Medicine; Psychology; Advertising; Environmental health; Population; Family medicine; Chemistry; Research methodology; Organic chemistry; Mathematics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.00179989,0.000236882,0.0001583139,0.0004272338,0.0006607518,0.0008580679,0.0001918873,0.0003130477,0.001733929],"category_scores_gemma":[0.005095009,0.000176959,0.0001944392,0.0003195915,0.0006098298,0.00055073,0.0005557694,0.0003398155,0.0001285307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004930687,"about_ca_system_score_gemma":0.0003210173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002931741,"about_ca_topic_score_gemma":0.003678367,"domain_scores_codex":[0.9993414,0.0004446036,0.00002221392,0.00003782668,0.00007943976,0.00007449299],"domain_scores_gemma":[0.9978726,0.001455603,0.0003493935,0.00003620232,0.0001724603,0.0001137011],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001253659,0.0003823232,0.5656326,0.0006581823,0.00007474956,0.001450254,0.3501045,0.0001839229,0.020014,0.0006056412,0.0005977898,0.05904233],"study_design_scores_gemma":[0.00004768474,0.001875238,0.4056388,0.0001533717,0.00007432452,0.001117791,0.5810646,0.0005514309,0.003027291,0.0003606121,0.006040507,0.00004843474],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989159,0.000105178,0.000128983,0.00007758529,0.000003038088,0.00001485071,0.00001482266,6.445321e-7,0.0007389323],"genre_scores_gemma":[0.9991723,0.0001594766,0.000223345,0.00004910362,0.000003170107,0.00001404965,0.00001015761,9.253998e-7,0.0003674046],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002931741,"threshold_uncertainty_score":0.009518862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08135834693813608,"score_gpt":0.3039914775495565,"score_spread":0.2226331306114204,"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."}}