{"id":"W2801723503","doi":"10.2196/humanfactors.6781","title":"A Novel Information Retrieval Tool to Find Hospital Care Team Members: Development and Usability Study","year":2018,"lang":"en","type":"article","venue":"JMIR Human Factors","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Workflow; Usability; Squire; Health care; Medical emergency; Psychology; Nursing; World Wide Web; Medicine; Computer science; Database; Human–computer interaction","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.01209299,0.0009550646,0.0009149279,0.002736355,0.000767432,0.00154344,0.001185187,0.0009466651,0.001419491],"category_scores_gemma":[0.02526004,0.0005407074,0.0009766296,0.001242702,0.0006675998,0.00222804,0.001391763,0.0005925001,0.0003894635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008985474,"about_ca_system_score_gemma":0.001534884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001412406,"about_ca_topic_score_gemma":0.002719803,"domain_scores_codex":[0.9945258,0.003083589,0.0006796216,0.0004989021,0.0008858469,0.0003263033],"domain_scores_gemma":[0.973833,0.01868741,0.0007286121,0.0009352491,0.00514336,0.0006724328],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001991495,0.02431087,0.1067674,0.009358902,0.0004771625,0.003708984,0.09829972,0.002168984,0.04073907,0.001001004,0.005073031,0.7061033],"study_design_scores_gemma":[0.003799195,0.09421173,0.5957653,0.005285186,0.002927213,0.01057528,0.1158271,0.03660043,0.06862353,0.001214938,0.06415256,0.001017716],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9774181,0.0003714402,0.01437046,0.0001358961,0.00003454967,0.005504217,0.000210594,0.0002706452,0.001684068],"genre_scores_gemma":[0.8322482,0.001183377,0.1521637,0.0003945859,0.00007217151,0.009955225,0.0008292592,0.0001814805,0.002972112],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01209299,"threshold_uncertainty_score":0.06395465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05118299352078742,"score_gpt":0.4155170652138868,"score_spread":0.3643340716930993,"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."}}