{"id":"W4312399491","doi":"10.2196/41422","title":"ReachCare Mobile Apps for Patients Experiencing Suicidality in the Emergency Department: Development and Usability Testing Using Mixed Methods","year":2022,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Mental Health; National Institutes of Health","keywords":"Usability; Psychological intervention; Emergency department; mHealth; Medical emergency; Medicine; Staffing; Telemedicine; Intervention (counseling); Suicide prevention; Poison control; Psychology; Nursing; Health care; Computer science","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":[0.04151144,0.001202797,0.0009593223,0.00245231,0.001547009,0.002481181,0.001750721,0.001107131,0.002694637],"category_scores_gemma":[0.04739252,0.0009972388,0.001928244,0.0009858678,0.0009776759,0.001635622,0.002534606,0.001078479,0.0005902638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001712441,"about_ca_system_score_gemma":0.004677429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001706419,"about_ca_topic_score_gemma":0.004353364,"domain_scores_codex":[0.9828653,0.01080168,0.002173402,0.001176223,0.002321223,0.000662099],"domain_scores_gemma":[0.9469787,0.0364528,0.002325603,0.003180822,0.01006546,0.0009966346],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.003326292,0.03254983,0.06902729,0.01365076,0.0007661034,0.001718422,0.145198,0.002770469,0.01662374,0.002359585,0.006122283,0.7058873],"study_design_scores_gemma":[0.01417671,0.1662948,0.3661816,0.01800284,0.004614965,0.003431822,0.1784978,0.02520651,0.0648457,0.008592281,0.148664,0.001490936],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.884451,0.0007529064,0.02648346,0.0003588644,0.00007411403,0.08335444,0.0006209721,0.000352777,0.003551477],"genre_scores_gemma":[0.5164402,0.001817284,0.2796654,0.0009030789,0.00007293564,0.1968095,0.000861996,0.0002105672,0.003219164],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.04151144,"threshold_uncertainty_score":0.2195361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2665655585237005,"score_gpt":0.5715733358266736,"score_spread":0.3050077773029731,"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."}}