{"id":"W4283767461","doi":"10.2196/36021","title":"An mHealth Platform for Augmenting Behavioral Health in Primary Care: Longitudinal Feasibility Study","year":2022,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"mHealth; Collaborative Care; Health care; Medicine; Telemedicine; Primary care; Point of care; eHealth; Baseline (sea); Nursing; Psychology; Family medicine; Psychological intervention","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":[0.02243032,0.0007373653,0.0008028139,0.001239824,0.002745091,0.001376231,0.0007756888,0.001544069,0.001414291],"category_scores_gemma":[0.01622779,0.001031543,0.00145615,0.0006501225,0.001233334,0.001943056,0.001676906,0.00182045,0.0005886853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001423602,"about_ca_system_score_gemma":0.005937415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006853706,"about_ca_topic_score_gemma":0.01176068,"domain_scores_codex":[0.9916013,0.004336651,0.0007017246,0.0006209452,0.001421924,0.001317471],"domain_scores_gemma":[0.9892452,0.003439722,0.001789854,0.001007828,0.002450875,0.002066495],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01168839,0.2171157,0.6698149,0.001008581,0.0005672549,0.001857372,0.02493421,0.0004602492,0.00523535,0.0003638375,0.002211137,0.06474305],"study_design_scores_gemma":[0.007197503,0.2799382,0.6913856,0.0003053024,0.0004404395,0.0009327271,0.01330702,0.001363182,0.001622792,0.0002302768,0.003132193,0.0001447999],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992706,0.00007958387,0.0004970402,0.0001393091,0.00001490003,0.005940258,0.0001775478,0.00001420927,0.0004312163],"genre_scores_gemma":[0.9803784,0.0002743975,0.004898053,0.0005045306,0.00005836758,0.01303634,0.0004440477,0.000008205232,0.0003975393],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02243032,"threshold_uncertainty_score":0.1186243,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3043304542525324,"score_gpt":0.6065484698641621,"score_spread":0.3022180156116297,"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."}}