{"id":"W4237641179","doi":"10.2196/preprints.29071","title":"Assessing the Implementation and Effectiveness of the Electronic Patient-Reported Outcome Tool for Older Adults With Complex Care Needs: Mixed Methods Study (Preprint)","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; Cluster randomised controlled trial; Quality of life (healthcare); Health care; Chronic care; Medicine; Intervention (counseling); Psychology; Nursing; Primary care; Family medicine","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":[0.0455571,0.001028754,0.001680602,0.001139608,0.001419125,0.002004993,0.001148709,0.001681052,0.002797562],"category_scores_gemma":[0.04351428,0.0009916056,0.004205182,0.001466419,0.001135797,0.001899215,0.001391538,0.0009887411,0.0004656469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00331304,"about_ca_system_score_gemma":0.00613767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00668507,"about_ca_topic_score_gemma":0.01050483,"domain_scores_codex":[0.9619772,0.02774491,0.004709601,0.001795551,0.002924745,0.000847934],"domain_scores_gemma":[0.9664975,0.01930626,0.006597879,0.002943337,0.003778958,0.0008759996],"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":[0.1077087,0.116411,0.3349109,0.02110109,0.01793071,0.0003278457,0.02189936,0.001047061,0.003205256,0.001803858,0.005250494,0.3684038],"study_design_scores_gemma":[0.1287931,0.4265729,0.3956194,0.005681881,0.009627515,0.0002640869,0.01407288,0.003070799,0.004304679,0.001389716,0.01017109,0.0004319543],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9590736,0.00159069,0.002885348,0.0003614597,0.0001722831,0.03362852,0.001001686,0.00003894449,0.001247487],"genre_scores_gemma":[0.8896499,0.001320484,0.01734183,0.001808139,0.0002122524,0.08796971,0.0007242399,0.00001790623,0.0009556392],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0455571,"threshold_uncertainty_score":0.2409318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04315199441188343,"score_gpt":0.4270423790735407,"score_spread":0.3838903846616573,"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."}}