{"id":"W3114890280","doi":"10.2196/23022","title":"Using a Tablet-Based App to Deliver Evidence-Based Practices for Suicidal Patients in the Emergency Department: Pilot Randomized Controlled Trial","year":2020,"lang":"en","type":"article","venue":"JMIR Mental Health","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Mental Health","keywords":"Emergency department; Randomized controlled trial; Medicine; Medical emergency; Psychiatry","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":[0.003906738,0.001834599,0.003512647,0.0008978782,0.001016168,0.001638157,0.00155924,0.003027244,0.01214007],"category_scores_gemma":[0.00734648,0.001094765,0.002803196,0.0007640233,0.001785536,0.001996108,0.001051828,0.003267507,0.001101101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00108387,"about_ca_system_score_gemma":0.002037329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002034794,"about_ca_topic_score_gemma":0.003518085,"domain_scores_codex":[0.9973801,0.001399063,0.0003201434,0.0003896909,0.0002492312,0.0002617651],"domain_scores_gemma":[0.9962961,0.001779181,0.0006987058,0.0003012007,0.0003354437,0.0005894029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9110749,0.05663706,0.0005656228,0.005071127,0.001779666,0.000074406,0.0002586303,0.0001961624,0.001004755,0.0001242208,0.001040552,0.022173],"study_design_scores_gemma":[0.8932484,0.1041779,0.0009863224,0.000178254,0.0005225899,0.00001145838,0.0000829697,0.0002094745,0.0001500652,0.00007282454,0.0003436682,0.00001613905],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8799214,0.0040904,0.00187224,0.0009133208,0.001427406,0.1074964,0.001495191,0.000377064,0.002406624],"genre_scores_gemma":[0.8324969,0.003918405,0.01134474,0.001708101,0.0007869235,0.1455891,0.0006411578,0.00004179394,0.003473076],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01214007,"threshold_uncertainty_score":0.04061258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.160679330568709,"score_gpt":0.4401614908634283,"score_spread":0.2794821602947193,"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."}}