{"id":"W2167527621","doi":"","title":"Primary care physicians' experiences with electronic medical records: implementation experience in community, urban, hospital, and academic family medicine.","year":2010,"lang":"en","type":"article","venue":"PubMed","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Remuneration; Medicine; Certification; Family medicine; Community hospital; Nursing; Payment; Medical education; Business","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":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.002643586,0.0002760509,0.0005197519,0.0001924674,0.0007616496,0.00001009834,0.0005901473,0.000413333,0.00009554892],"category_scores_gemma":[0.0003169347,0.0002195064,0.00002355147,0.000522624,0.000440706,0.0003787559,0.0001658533,0.004807163,0.000007251287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007269742,"about_ca_system_score_gemma":0.001254827,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.00836968,"about_ca_topic_score_gemma":0.02551244,"domain_scores_codex":[0.9948478,0.001237995,0.0009517386,0.0004442671,0.0007796623,0.001738523],"domain_scores_gemma":[0.9977772,0.0008139666,0.0004110179,0.000471563,0.0001442172,0.0003819834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007222697,0.00005078323,0.447051,0.0005264722,0.00001347576,0.000004859967,0.3755378,3.624103e-8,0.00009544249,0.0003531069,0.002557207,0.1737376],"study_design_scores_gemma":[0.001852756,0.0003614929,0.4807697,0.0003071079,0.00000959087,0.000005845795,0.5026239,0.000008591375,0.00002988269,0.00009658408,0.01367197,0.0002626364],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9882625,0.002265666,0.00003949938,0.00209753,0.001182782,0.00339789,0.000004266106,0.0001194875,0.002630325],"genre_scores_gemma":[0.9758447,0.0006592284,0.0000210061,0.002624792,0.0006744027,0.0199909,0.00004824722,0.0000423147,0.00009434457],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.173475,"threshold_uncertainty_score":0.9982337,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05808594758494031,"score_gpt":0.4164053124621319,"score_spread":0.3583193648771916,"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."}}