{"id":"W2116170773","doi":"10.3122/jabfm.2015.03.140246","title":"Health Information Technology Needs Help from Primary Care Researchers","year":2015,"lang":"en","type":"article","venue":"The Journal of the American Board of Family Medicine","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; University of Alberta","funders":"National Cancer Institute","keywords":"Medicine; Primary care; Health information technology; Information technology; Health care; Best practice; Knowledge management; Nursing; Medical education; Process management; Family medicine; Business; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.149146,0.001432883,0.004144236,0.008932013,0.01073472,0.02049718,0.005266425,0.02789679,0.0501042],"category_scores_gemma":[0.3572009,0.00193571,0.002418599,0.009060464,0.01070972,0.02625872,0.02039733,0.02805612,0.02113635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007750952,"about_ca_system_score_gemma":0.06187134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01050172,"about_ca_topic_score_gemma":0.01213477,"domain_scores_codex":[0.8694278,0.0761721,0.01422215,0.0079533,0.02499086,0.007233839],"domain_scores_gemma":[0.398407,0.3834192,0.0156574,0.04247415,0.09087177,0.06917044],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006745995,0.0003334507,0.004745147,0.002322366,0.0000871905,0.0009023916,0.007639889,0.00009630945,0.0003358063,0.01513959,0.8206522,0.1476782],"study_design_scores_gemma":[0.0001549615,0.0001496307,0.002440167,0.008417524,0.00009246734,0.001209618,0.01744847,0.0002720632,0.0001964856,0.05871923,0.9107928,0.0001066157],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0008076672,0.01500823,0.003142455,0.9590778,0.008159156,0.0001540929,0.0002027587,0.000254199,0.01319359],"genre_scores_gemma":[0.04447759,0.06042679,0.03177654,0.8077599,0.03136147,0.001989258,0.00102624,0.0003511768,0.02083107],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.149146,"threshold_uncertainty_score":0.7887691,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1288188266820779,"score_gpt":0.4514930444838747,"score_spread":0.3226742178017968,"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."}}