{"id":"W4417491689","doi":"10.2196/83105","title":"Evaluating a Digital Chronic Condition Prevention Intervention (THRIVE) in Australian General Practice: Protocol for a Mixed Methods Feasibility Study (ePREVENT-360)","year":2025,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Protocol (science); Intervention (counseling); Digital health; Data collection; eHealth; Intervention mapping; Chronic condition; mHealth","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":[0.08171139,0.003359491,0.004370458,0.002575821,0.005312246,0.004452751,0.004342776,0.005980889,0.04746648],"category_scores_gemma":[0.04452174,0.003721695,0.003939797,0.0022488,0.003482539,0.004195955,0.004478386,0.006731226,0.009847057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006496636,"about_ca_system_score_gemma":0.02736012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005538402,"about_ca_topic_score_gemma":0.01047005,"domain_scores_codex":[0.9634138,0.02435381,0.00377716,0.00222226,0.003136818,0.003096088],"domain_scores_gemma":[0.9723125,0.008471125,0.003517644,0.003112362,0.008507594,0.004078855],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.209136,0.186236,0.0124914,0.06703595,0.001328337,0.003564472,0.0422163,0.009867603,0.01120103,0.01501448,0.08810238,0.353806],"study_design_scores_gemma":[0.3898671,0.1916226,0.05639466,0.02486982,0.000985133,0.0006988542,0.02204748,0.006632381,0.007401436,0.01467919,0.2837918,0.001009412],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.002037829,0.00003080104,0.0009907666,0.00008256176,0.00004195846,0.9962062,0.0002483685,0.00001874765,0.0003428725],"genre_scores_gemma":[0.0007881491,0.00003200508,0.001632745,0.00006915914,0.000006893331,0.9973137,0.00004716572,0.000001553529,0.0001086744],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.08171139,"threshold_uncertainty_score":0.4321363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5755093121229873,"score_gpt":0.7803990702981413,"score_spread":0.204889758175154,"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."}}