{"id":"W4406424365","doi":"10.2196/64973","title":"The Interactive Care Coordination and Navigation mHealth Intervention for People Experiencing Homelessness: Cost Analysis, Exploratory Financial Cost-Benefit Analysis, and Budget Impact Analysis","year":2025,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Agency for Healthcare Research and Quality","keywords":"Preprint; Exploratory analysis; Intervention (counseling); mHealth; Exploratory research; Business; Psychology; Computer science; Psychiatry; Psychological intervention; Sociology; Data 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":[0.02663735,0.002859038,0.002943333,0.004806656,0.0005664722,0.00250221,0.001355189,0.001580755,0.006159673],"category_scores_gemma":[0.05027306,0.001245521,0.009596273,0.004413447,0.0007075361,0.002191175,0.002414356,0.00197571,0.0002828748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01129261,"about_ca_system_score_gemma":0.008810622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01047316,"about_ca_topic_score_gemma":0.01040539,"domain_scores_codex":[0.9679932,0.02609193,0.001229451,0.0005700165,0.002889479,0.001225976],"domain_scores_gemma":[0.9777569,0.01723444,0.002505153,0.0005111912,0.001563143,0.0004291361],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.09375471,0.01045041,0.06557862,0.02826562,0.03191237,0.0009000712,0.001060669,0.326598,0.002529112,0.02596775,0.009972828,0.4030098],"study_design_scores_gemma":[0.03497826,0.08008473,0.1418333,0.01272369,0.06351902,0.001037777,0.002400073,0.6092938,0.006207448,0.02512225,0.02185162,0.0009480703],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7879556,0.02317946,0.06222226,0.005275457,0.0003967592,0.08643842,0.01321965,0.0003293006,0.02098314],"genre_scores_gemma":[0.9016712,0.004859259,0.05299801,0.0005436066,0.0001017053,0.03590143,0.002612584,0.0000471464,0.001264995],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02663735,"threshold_uncertainty_score":0.1408734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04331986111318627,"score_gpt":0.5071656393272744,"score_spread":0.4638457782140882,"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."}}