{"id":"W4200232700","doi":"10.1093/geroni/igab046.2399","title":"Meet Caregivers Where They Are: A Remote Intervention Connecting Caregivers to Community Resources","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Healthcare Operations and Scheduling Optimization","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Intervention (counseling); Family caregivers; Resource (disambiguation); Medicine; Quarter (Canadian coin); Population; Gerontology; Randomized controlled trial; Nursing; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002328953,0.0007341526,0.000563111,0.0005751709,0.002166462,0.0008087091,0.001401815,0.001083218,0.01583411],"category_scores_gemma":[0.005929264,0.0003425672,0.0007704697,0.0002893914,0.000732347,0.001210801,0.00331529,0.001606907,0.001014888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001015119,"about_ca_system_score_gemma":0.002980164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002995945,"about_ca_topic_score_gemma":0.007421798,"domain_scores_codex":[0.9985456,0.0008671514,0.00007110521,0.0001506487,0.000107486,0.0002580319],"domain_scores_gemma":[0.9972479,0.0008668954,0.0002806828,0.0001651472,0.0001253214,0.001314072],"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":[0.02281919,0.143285,0.01361122,0.004523174,0.0003464336,0.001074797,0.01795381,0.0009544517,0.00485055,0.001320311,0.02682059,0.7624405],"study_design_scores_gemma":[0.1992422,0.3544032,0.2154286,0.01058807,0.00258835,0.001692122,0.08547955,0.01076655,0.009875101,0.01064552,0.0986882,0.0006025973],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9831433,0.0007055651,0.001516591,0.002662402,0.0003268922,0.004148739,0.0001998738,0.0002907071,0.007005983],"genre_scores_gemma":[0.9775454,0.0008263986,0.009453507,0.001756748,0.0001724544,0.007385488,0.0001844916,0.00001465225,0.002660706],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01583411,"threshold_uncertainty_score":0.05297041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07970845339200965,"score_gpt":0.413109480107251,"score_spread":0.3334010267152413,"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."}}