{"id":"W4403758054","doi":"10.3122/jabfm.2024.240034r1","title":"Only One Quarter of Family Physicians Are Very Satisfied with Their Electronic Health Records Platform","year":2024,"lang":"en","type":"article","venue":"The Journal of the American Board of Family Medicine","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Electronic health record; Health records; Family medicine; Psychology; Medicine; History; Health care; Economics; Economic growth","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001171942,0.0001400265,0.0003045904,0.0005070768,0.0008069944,0.0009845467,0.0003078017,0.00074423,0.01576473],"category_scores_gemma":[0.01254978,0.0001379665,0.0002823187,0.001319453,0.0002833185,0.001011275,0.0004370931,0.0003910683,0.0044639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000406333,"about_ca_system_score_gemma":0.0008909735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006352397,"about_ca_topic_score_gemma":0.006689302,"domain_scores_codex":[0.9982889,0.0004708513,0.0001541821,0.0001450003,0.0006967973,0.0002441579],"domain_scores_gemma":[0.9926171,0.0023684,0.002402299,0.0003653208,0.001425447,0.0008214593],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001815888,0.0001695224,0.6240557,0.0002434143,0.000102407,0.0004688915,0.001761327,0.0001048031,0.00168461,0.0006128289,0.1042638,0.2663511],"study_design_scores_gemma":[0.00004428869,0.0003446759,0.8744052,0.0004287308,0.00006196168,0.003145327,0.00819702,0.0005097867,0.0007071457,0.0007979145,0.1113202,0.00003772191],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8927837,0.00996107,0.00281308,0.0332539,0.0004688807,0.0001007664,0.00754942,0.0005033492,0.05256576],"genre_scores_gemma":[0.9694275,0.004841602,0.001154581,0.01202012,0.0002688945,0.00008471815,0.00284506,0.00004332562,0.009314183],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01576473,"threshold_uncertainty_score":0.05273831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06177263102522985,"score_gpt":0.3844767841074909,"score_spread":0.322704153082261,"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."}}