{"id":"W3209193016","doi":"10.2196/33695","title":"Harnessing Innovative Technologies to Train Nurses in Suicide Safety Planning With Hospitalized Patients: Protocol for Formative and Pilot Feasibility Research","year":2021,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Mental Health","keywords":"Formative assessment; Medicine; Nursing; Medical education; Patient safety; Health care; Psychology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00417269,0.0002309209,0.0004639425,0.001048396,0.0006175531,0.0001718145,0.0002270951,0.0001742274,0.00004033728],"category_scores_gemma":[0.00614086,0.0001855843,0.00002735249,0.004334522,0.0006161451,0.0004093562,0.0002069673,0.001259921,0.000004870259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001273375,"about_ca_system_score_gemma":0.002869159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000689087,"about_ca_topic_score_gemma":0.00004060853,"domain_scores_codex":[0.9951183,0.0009817802,0.000747513,0.0007947845,0.001330402,0.001027229],"domain_scores_gemma":[0.9881511,0.002111571,0.0001365983,0.0006637117,0.008720345,0.0002166972],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01758876,0.001916198,0.951841,0.003887637,0.00001976458,0.00002381698,0.01192992,0.00002169777,0.0003890209,0.0006796354,0.001666883,0.01003566],"study_design_scores_gemma":[0.02161017,0.01482362,0.8876128,0.02078037,0.000001628842,0.000008397478,0.03072777,0.0002403544,0.008906366,0.003659074,0.01127223,0.0003572118],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.1126334,0.000001673013,0.0001422311,0.004489694,0.000006618861,0.8821962,0.00004579383,0.0001187556,0.0003656333],"genre_scores_gemma":[0.1695671,4.577843e-8,0.003433629,0.0000706776,0.00003696745,0.8266388,0.00006104067,0.00003967854,0.0001521642],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.06422821,"threshold_uncertainty_score":0.7567909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4704342869219775,"score_gpt":0.6512119742348802,"score_spread":0.1807776873129027,"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."}}