{"id":"W4402575025","doi":"10.1093/tbm/ibae043","title":"Technology for advancing behavioral health integration: implications for behavioral health practice and policy","year":2024,"lang":"en","type":"article","venue":"Translational Behavioral Medicine","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakehead University","funders":"Foundation for Opioid Response Efforts","keywords":"Workforce; Health psychology; Health care; Public relations; Accountability; Incentive; mHealth; Psychology; Nursing; Medicine; Business; Psychological intervention; Political science; Public health; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0794339,0.0009843281,0.001059023,0.003489917,0.007778178,0.01722623,0.004193633,0.02442398,0.01388246],"category_scores_gemma":[0.1487086,0.0006741231,0.002235008,0.003948588,0.024673,0.02856764,0.01394172,0.02186205,0.001654523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02213734,"about_ca_system_score_gemma":0.09969024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01671723,"about_ca_topic_score_gemma":0.01440558,"domain_scores_codex":[0.9378073,0.04505261,0.003419683,0.002946119,0.00680467,0.003969638],"domain_scores_gemma":[0.8017681,0.1677304,0.004768565,0.00499055,0.01255846,0.008183888],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007528327,0.0003750214,0.002292969,0.002843575,0.00005942615,0.0003852877,0.007783204,0.001419915,0.0002609193,0.7302428,0.0909629,0.1632987],"study_design_scores_gemma":[0.00009071612,0.0001828136,0.001620115,0.01697649,0.00006936666,0.0002826676,0.01639521,0.001468527,0.0005555393,0.5785664,0.3836948,0.00009741435],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.000994121,0.01810644,0.004215797,0.9647259,0.002205676,0.00009215789,0.00003541886,0.00003042333,0.009593965],"genre_scores_gemma":[0.2204324,0.1612295,0.0653474,0.5318415,0.01020431,0.002919015,0.0002244847,0.0001638959,0.007637612],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0794339,"threshold_uncertainty_score":0.4200916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5176537391176793,"score_gpt":0.7181460371724594,"score_spread":0.2004922980547801,"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."}}