{"id":"W4408122464","doi":"10.2196/63639","title":"Electronic Implementation of Patient-Reported Outcome Measures in Primary Health Care: Mixed Methods Systematic Review","year":2025,"lang":"en","type":"review","venue":"Journal of Medical Internet Research","topic":"Diabetes Management and Education","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Centre for Disease Control; McGill University; St Mary's Hospital Centre; St. Mary's University; University of Toronto; Université de Sherbrooke; Université de Montréal; Université Laval","funders":"","keywords":"Preprint; Primary care; Electronic health record; MEDLINE; Patient-reported outcome; Medicine; Health care; Family medicine; Psychology; Computer science; World Wide Web; Nursing; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.05970953,0.002268448,0.01301383,0.01172017,0.001231803,0.005190459,0.003671677,0.002824772,0.005684209],"category_scores_gemma":[0.2084316,0.001667188,0.0159336,0.01567857,0.001635706,0.004004272,0.003136708,0.001946795,0.0004423454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007909255,"about_ca_system_score_gemma":0.024722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009953343,"about_ca_topic_score_gemma":0.02423967,"domain_scores_codex":[0.9108403,0.04495146,0.02941048,0.003995415,0.009924141,0.000878219],"domain_scores_gemma":[0.7893778,0.1683922,0.02481619,0.00432071,0.01227425,0.0008189147],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002397378,0.00003811748,0.001043927,0.9513278,0.02020018,0.00004432641,0.0002353182,0.0000984556,0.00003956891,0.0002352981,0.0006686659,0.02582858],"study_design_scores_gemma":[0.0005413168,0.0003951711,0.003808316,0.8851849,0.1013402,0.00011143,0.0003461982,0.000160772,0.000167621,0.0003869927,0.0075028,0.00005423777],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002753674,0.9870863,0.001689173,0.000551008,0.0002892458,0.005108259,0.001813815,0.00004558726,0.0006629154],"genre_scores_gemma":[0.0726571,0.8927641,0.01021094,0.002101536,0.0002651021,0.01981887,0.001866617,0.00004540365,0.0002704205],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.05970953,"threshold_uncertainty_score":0.315778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1606948764679007,"score_gpt":0.5864110037509437,"score_spread":0.425716127283043,"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."}}