{"id":"W4360591452","doi":"10.1177/16094069231165714","title":"Photo-Elicitation Technique: Utility and Challenges in Clinical Research","year":2023,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"","keywords":"Photo elicitation; Perception; Psychology; Qualitative research; Applied psychology; Medical education; Computer science; Medicine; Sociology; Knowledge management; Social science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.4275247,0.001147875,0.002383195,0.005218856,0.00527438,0.01062013,0.006793473,0.006574095,0.006618208],"category_scores_gemma":[0.4867967,0.001537351,0.001123174,0.006340522,0.01444965,0.009311561,0.008209161,0.00450393,0.002368594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003607759,"about_ca_system_score_gemma":0.007678838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002657684,"about_ca_topic_score_gemma":0.003883552,"domain_scores_codex":[0.3808677,0.5562449,0.01729561,0.01014821,0.03417005,0.001273695],"domain_scores_gemma":[0.2477848,0.6763019,0.01870438,0.02991025,0.02568822,0.001610437],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.001378902,0.0008416438,0.01761444,0.02818752,0.0003516905,0.004039474,0.293664,0.001312576,0.009050073,0.0631866,0.01849987,0.5618732],"study_design_scores_gemma":[0.000816473,0.003518187,0.02091031,0.0460038,0.000501279,0.02456307,0.2801601,0.01029485,0.01711704,0.1901166,0.4051427,0.0008555005],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07950081,0.07167699,0.6845851,0.06860033,0.004177822,0.03091472,0.0006762852,0.0005579222,0.05931002],"genre_scores_gemma":[0.3520434,0.03002619,0.5485511,0.01254065,0.001778208,0.05025948,0.0001915884,0.0003394066,0.004269979],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5724753,"threshold_uncertainty_score":0.705964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.993812467459119,"score_gpt":0.8835084941228715,"score_spread":0.1103039733362475,"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."}}