{"id":"W4407753173","doi":"10.3233/shti250004","title":"Informed Choice? An Assessment of Privacy Labels for Suicide Prevention Apps","year":2025,"lang":"en","type":"article","venue":"Studies in health technology and informatics","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Western University; Centre for Addiction and Mental Health","funders":"","keywords":"Internet privacy; Privacy policy; Mobile apps; Information privacy; Privacy protection; Computer security; Computer science; World Wide Web","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":[],"consensus_categories":[],"category_scores_codex":[0.1324206,0.0004454351,0.0007983433,0.002849467,0.002372097,0.007173801,0.001511782,0.003382357,0.003371201],"category_scores_gemma":[0.4689689,0.0006684044,0.001883929,0.001960603,0.007100952,0.01217441,0.006984743,0.005998896,0.000510139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005558018,"about_ca_system_score_gemma":0.008449533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002743862,"about_ca_topic_score_gemma":0.002207016,"domain_scores_codex":[0.87413,0.07485796,0.01459914,0.003522617,0.0306091,0.002281265],"domain_scores_gemma":[0.4004467,0.4793948,0.06481013,0.0241739,0.02777188,0.003402475],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003523049,0.003339495,0.4316344,0.003136621,0.0005879171,0.0003122604,0.1291755,0.002988635,0.0009221614,0.04499102,0.00370511,0.375684],"study_design_scores_gemma":[0.001442208,0.007135791,0.5048569,0.01616272,0.002060613,0.001558624,0.1472186,0.03638315,0.01074056,0.1402677,0.1311875,0.0009856364],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9377585,0.001998914,0.02130339,0.008728111,0.0001991279,0.00240685,0.0007324051,0.00009402711,0.0267786],"genre_scores_gemma":[0.9807781,0.0006578872,0.01466931,0.001318473,0.0000512814,0.001546772,0.000267446,0.00002631659,0.0006844599],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1324206,"threshold_uncertainty_score":0.7003152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1169151910671793,"score_gpt":0.5626157672602449,"score_spread":0.4457005761930656,"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."}}