{"id":"W2051996547","doi":"10.1089/pop.2012.0065","title":"Health Care Worker Perspectives Inform Optimization of Patient Panel-Support Tools: A Qualitative Study","year":2012,"lang":"en","type":"article","venue":"Population Health Management","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Intertek (Canada)","funders":"","keywords":"Qualitative research; Medicine; Health care; Nursing; Family medicine; Sociology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004552448,0.0003142918,0.0008281223,0.0004611058,0.001035141,0.00001313098,0.0001775337,0.0001224251,0.000278497],"category_scores_gemma":[0.0001145079,0.0002980945,0.00008938374,0.0007186296,0.00002705319,0.0005798457,0.0001513649,0.0004877322,0.00009026807],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004997225,"about_ca_system_score_gemma":0.0007077315,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007666197,"about_ca_topic_score_gemma":0.001215249,"domain_scores_codex":[0.9909992,0.003355108,0.002755543,0.0004474128,0.0009350758,0.00150761],"domain_scores_gemma":[0.9958783,0.0003162669,0.002293808,0.0006132571,0.0003842605,0.0005141394],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001172017,0.0005721314,0.09826871,0.003121646,0.00009739897,3.877522e-7,0.8449924,0.001433762,1.720471e-8,0.007420088,0.002950415,0.04102582],"study_design_scores_gemma":[0.001182578,0.001211582,0.1380782,0.0003825488,0.00002139887,5.439456e-7,0.8489136,0.0002069968,8.341889e-8,0.00003310357,0.009753215,0.0002161361],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8284613,0.01535909,0.03229065,0.01991266,0.006779403,0.07230146,0.0002318718,0.001220896,0.02344261],"genre_scores_gemma":[0.9905925,0.0002891538,0.004532949,0.002225814,0.0002396609,0.001293574,0.0003689881,0.00005832655,0.0003990495],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1621311,"threshold_uncertainty_score":0.9999471,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1335821543592084,"score_gpt":0.5016490063162625,"score_spread":0.3680668519570541,"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."}}