{"id":"W4223543530","doi":"10.2196/31277","title":"Development of the Socioeconomic Screening, Active Engagement, Follow-up, Education, Discharge Readiness, and Consistency (SAFEDC) Model for Improving Transitions of Care: Participatory Design","year":2022,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychological intervention; Transitional care; Thematic analysis; Health care; Nursing; Citizen journalism; Participatory design; Socioeconomic status; Medicine; Psychology; Qualitative research; Sociology; Political science; Population; Engineering; Environmental health","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":[0.08297992,0.001562745,0.0007371138,0.002141891,0.006652851,0.004812663,0.004239916,0.002161036,0.002716532],"category_scores_gemma":[0.05321827,0.001071128,0.001963461,0.001187457,0.007279605,0.00433567,0.009465944,0.002772077,0.0004047146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006634341,"about_ca_system_score_gemma":0.02150491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003411845,"about_ca_topic_score_gemma":0.005832905,"domain_scores_codex":[0.9092963,0.08009941,0.001744346,0.00354586,0.003266736,0.002047359],"domain_scores_gemma":[0.9601371,0.02910015,0.001835784,0.003204214,0.00288284,0.002839922],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001068641,0.005903161,0.02020935,0.005675039,0.0003317418,0.001964965,0.5454234,0.01649785,0.009409383,0.07083939,0.007795253,0.3148818],"study_design_scores_gemma":[0.004941958,0.01100596,0.01811065,0.00762076,0.001045898,0.001861418,0.4585435,0.06100189,0.01880326,0.1875811,0.2287827,0.0007008769],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2893331,0.0006160949,0.6161587,0.0103922,0.000418185,0.05826592,0.0006540874,0.000558075,0.0236038],"genre_scores_gemma":[0.3247825,0.0002944595,0.6400033,0.0006841869,0.00002064747,0.03236935,0.000199047,0.00007053206,0.00157604],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08297992,"threshold_uncertainty_score":0.438845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1363827429728455,"score_gpt":0.3993931584265715,"score_spread":0.2630104154537259,"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."}}