{"id":"W4387387306","doi":"10.21606/iasdr.2023.311","title":"Improving the healthcare experience: Developing a comprehensive patient health record (PHR)","year":2023,"lang":"en","type":"article","venue":"","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Health care; Medical record; Control (management); Internet privacy; Medicine; Medical emergency; Nursing; Business; Computer 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":[0.009440404,0.0002685614,0.0002232552,0.0005267808,0.001286268,0.00367138,0.0007391485,0.0009474512,0.003457913],"category_scores_gemma":[0.01995578,0.0002747749,0.0004889356,0.0003499563,0.0007943821,0.004247952,0.003435118,0.001233781,0.0010756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000664802,"about_ca_system_score_gemma":0.002763544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001013757,"about_ca_topic_score_gemma":0.001888321,"domain_scores_codex":[0.9935014,0.00385885,0.0006104195,0.0003320649,0.001359828,0.0003374409],"domain_scores_gemma":[0.9880747,0.006202306,0.001373096,0.001033171,0.001878328,0.00143837],"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":[0.0001749294,0.001231368,0.03722608,0.002310746,0.00007836165,0.001323213,0.09929781,0.000256912,0.0125081,0.003397811,0.03359085,0.8086039],"study_design_scores_gemma":[0.0002552897,0.006124183,0.1484918,0.004290711,0.0006056417,0.01653498,0.1810817,0.003338218,0.02168218,0.005557477,0.6115378,0.0005000661],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.7452049,0.003993898,0.1224495,0.04139963,0.000874593,0.002872971,0.0009467902,0.002775999,0.07948168],"genre_scores_gemma":[0.7794195,0.003789664,0.1996517,0.006046465,0.0002611641,0.0005629686,0.0005194393,0.0001582607,0.009590813],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.009440404,"threshold_uncertainty_score":0.04992622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1240034708122273,"score_gpt":0.4602301660035739,"score_spread":0.3362266951913466,"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."}}