{"id":"W2984178797","doi":"10.2196/13318","title":"Primary Care Physicians’ Experience Using Advanced Electronic Medical Record Features to Support Chronic Disease Prevention and Management: Qualitative Study","year":2019,"lang":"en","type":"article","venue":"JMIR Medical Informatics","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"MacEwan University; Bruyère; University of Ottawa","funders":"","keywords":"Medicine; Primary care; Qualitative research; Disease management; Disease; Electronic medical record; Medical record; Chronic disease; Medical emergency; Family medicine; Pathology; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.009621385,0.00028449,0.0006307145,0.001414671,0.00880394,0.003112705,0.00115524,0.00164126,0.002897883],"category_scores_gemma":[0.02110326,0.0006115079,0.0003682714,0.002339193,0.004872351,0.002048603,0.003536421,0.001710213,0.0002075128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01316037,"about_ca_system_score_gemma":0.0173851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1646144,"about_ca_topic_score_gemma":0.2611145,"domain_scores_codex":[0.9938384,0.003320322,0.0002868869,0.0004979115,0.0007960925,0.001260322],"domain_scores_gemma":[0.9709891,0.01959305,0.002097619,0.0004052887,0.003263877,0.003651109],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001976471,0.00005301799,0.01306693,0.0001734103,0.000005098658,0.000567069,0.9826232,0.00001395912,0.0003484327,0.0001629123,0.0005854847,0.002380755],"study_design_scores_gemma":[0.000006820368,0.00007124692,0.01463927,0.0001806906,0.000006504969,0.0002104355,0.9806895,0.00005704016,0.00009630077,0.00005190432,0.003980058,0.00001012805],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946541,0.0005600387,0.0003361371,0.001697181,0.00002746457,0.0001640437,0.0001906426,0.000007241338,0.002363194],"genre_scores_gemma":[0.9961384,0.0007570772,0.0005021364,0.001342409,0.00001782292,0.000164787,0.00007415388,0.000007317232,0.0009959535],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1646144,"threshold_uncertainty_score":0.3273125,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03542374528581503,"score_gpt":0.4876591071801474,"score_spread":0.4522353618943323,"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."}}