{"id":"W2339258180","doi":"10.12927/cjnl.2016.24556","title":"Past, Present and Future: The Outlook from Mid-Career Nurse Informaticians","year":2016,"lang":"en","type":"article","venue":"Nursing leadership","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario HIV Treatment Network; Sciencetech (Canada)","funders":"","keywords":"Chose; Nursing; Career path; Informatics; Career development; Health informatics; Focus (optics); Medical education; Psychology; Political science; Medicine; Management; Public health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001012267,0.0002391653,0.0003282444,0.00008197165,0.000833385,0.00002490456,0.0003267618,0.0003588348,0.0002756894],"category_scores_gemma":[0.00007686456,0.0001294528,0.00006208887,0.0001568332,0.0002672995,0.0002428145,0.00002002401,0.0007947452,0.0006903416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006043792,"about_ca_system_score_gemma":0.0004308638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003927402,"about_ca_topic_score_gemma":0.0001801191,"domain_scores_codex":[0.9962752,0.001031653,0.0006842383,0.0003021406,0.00041578,0.00129093],"domain_scores_gemma":[0.9970592,0.001617788,0.0002978426,0.0006291185,0.0001069083,0.0002890966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001827738,0.00007511488,0.02463798,0.0004489748,0.00007720917,0.000003978701,0.1341311,4.074089e-7,0.000298688,0.002071852,0.3991765,0.4388955],"study_design_scores_gemma":[0.002221633,0.0001704563,0.05362748,0.003587697,0.00007933797,0.0000102082,0.1477054,0.0000838076,0.00008845786,0.002008743,0.7900263,0.0003904533],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0726065,0.006558053,0.001339058,0.8768996,0.008601079,0.002780523,0.00005637381,0.0004075701,0.03075124],"genre_scores_gemma":[0.9595391,0.00009176923,0.0002420705,0.008817694,0.02210663,0.0002821689,0.00001496565,0.0000922098,0.008813433],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8869326,"threshold_uncertainty_score":0.8873174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2327648675737861,"score_gpt":0.3915012374482843,"score_spread":0.1587363698744982,"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."}}