{"id":"W4414168340","doi":"10.1007/s40271-025-00770-6","title":"Using a Timeline Activity in Virtual Concept Elicitation Interviews with Youth: Methods and Lessons Learned from an Interpretive Descriptive Study to Develop a Patient-Reported Outcome Measure (GENDER-Q Youth)","year":2025,"lang":"en","type":"article","venue":"Patient","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Timeline; Photo elicitation; Focus group; Context (archaeology); Prom; Qualitative research; Visual research; Requirements elicitation; Process (computing); Qualitative property","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004586035,0.0002707182,0.0005476327,0.0003690946,0.0003365963,0.0001318026,0.0002319825,0.00009819977,0.00002115512],"category_scores_gemma":[0.01167436,0.0002377302,0.00004213197,0.001507628,0.000273202,0.0004271754,0.0003043918,0.0003866056,0.000002105078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001082332,"about_ca_system_score_gemma":0.000832753,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0219937,"about_ca_topic_score_gemma":0.01353714,"domain_scores_codex":[0.9865249,0.01081073,0.0006560698,0.0007623472,0.0007322486,0.0005136689],"domain_scores_gemma":[0.9975029,0.0008268943,0.0002826801,0.0003191259,0.0007407113,0.0003277167],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000671701,0.0006837685,0.0277271,0.000003381627,0.0001133257,0.000008083829,0.8063852,0.000131866,0.002215395,0.0000668729,0.0000012095,0.1619921],"study_design_scores_gemma":[0.0008706402,0.001639349,0.04002375,0.0002505443,0.0001471105,1.29389e-7,0.9503513,0.002645399,0.003476185,0.0002179655,0.00003225162,0.0003453993],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.840263,0.00004602388,0.1574596,0.0001232301,0.0001844473,0.001510048,0.00006815508,0.00004704131,0.0002984441],"genre_scores_gemma":[0.9781156,0.000001822738,0.02154302,0.0001622315,0.0000160516,0.0001173862,0.00000953381,0.00002091065,0.00001344055],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1616467,"threshold_uncertainty_score":0.9966507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7766655337969613,"score_gpt":0.6422224312630286,"score_spread":0.1344431025339328,"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."}}