{"id":"W4382193383","doi":"10.2196/48155","title":"Clinical Integration of Digital Patient-Reported Outcome Measures in Primary Health Care for Chronic Disease Management: Protocol for a Systematic Review","year":2023,"lang":"en","type":"review","venue":"JMIR Research Protocols","topic":"Diabetes Management and Education","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; University of Toronto; Université de Sherbrooke; Université de Montréal; Université Laval","funders":"","keywords":"Protocol (science); Medicine; Digital health; Primary care; Outcome (game theory); Disease management; Patient-reported outcome; Health care; Chronic disease; Alternative medicine; Family medicine; Nursing; Health management system; Pathology; Quality of life (healthcare)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.09825642,0.005858366,0.01789449,0.01425824,0.004440733,0.008432388,0.005069069,0.007995158,0.06108386],"category_scores_gemma":[0.1208704,0.005688644,0.01727084,0.01466461,0.005578809,0.008851629,0.005906668,0.007667025,0.009110357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01617719,"about_ca_system_score_gemma":0.06471127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005739992,"about_ca_topic_score_gemma":0.01258016,"domain_scores_codex":[0.9334563,0.03066357,0.02240124,0.004620342,0.006220454,0.002638079],"domain_scores_gemma":[0.9278475,0.02960213,0.01443884,0.007125796,0.01843881,0.002546837],"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":[0.007632255,0.0003837384,0.0008010595,0.9147678,0.003256871,0.0006587684,0.002328452,0.001372454,0.001827146,0.006003915,0.02839003,0.03257758],"study_design_scores_gemma":[0.04583994,0.003020497,0.006684941,0.6503436,0.01245911,0.0007553053,0.003343492,0.002062581,0.003077748,0.01687399,0.254794,0.0007447815],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0002353025,0.001387996,0.001142842,0.0002770659,0.0001758922,0.9936824,0.002675167,0.00006763211,0.0003557306],"genre_scores_gemma":[0.0002324188,0.0005769259,0.002346948,0.0001046109,0.00001397391,0.9963042,0.0002822319,0.000005867454,0.0001328534],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.09825642,"threshold_uncertainty_score":0.5196358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6033927522619827,"score_gpt":0.6658236477295361,"score_spread":0.06243089546755332,"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."}}