{"id":"W2024896424","doi":"10.1002/jhm.775","title":"The use of smartphones for clinical communication on internal medicine wards","year":2010,"lang":"en","type":"article","venue":"Journal of Hospital Medicine","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":157,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Paging; Medicine; Hospital medicine; Medical emergency; Patient satisfaction; Family medicine; Nursing; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.005959049,0.0001340523,0.0005943662,0.0001268496,0.0005917152,0.000003003741,0.0005580236,0.0001967194,0.0001431506],"category_scores_gemma":[0.0143065,0.00006755865,0.0001165741,0.0001543894,0.0006519691,0.0001023476,0.0000615629,0.001797691,0.00001058322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000497809,"about_ca_system_score_gemma":0.0004399344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001974455,"about_ca_topic_score_gemma":0.0001861121,"domain_scores_codex":[0.9960344,0.0003901674,0.002656396,0.0001319017,0.0004519995,0.0003351747],"domain_scores_gemma":[0.9808662,0.01416513,0.002492534,0.000639708,0.001413884,0.000422576],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001140003,0.000313519,0.04738264,0.000234027,0.00005690951,0.000001564335,0.001559345,0.000001120138,0.000157412,0.02074802,0.8224695,0.1059359],"study_design_scores_gemma":[0.00354253,0.005355771,0.08550145,0.0008749278,0.00006860958,0.000006671355,0.001005028,0.00007557718,0.00001072297,0.002639656,0.9008617,0.00005729006],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.595367,0.002378061,0.00203597,0.3766665,0.01792817,0.003751494,0.00002577087,0.00002842472,0.001818604],"genre_scores_gemma":[0.9702265,0.01211943,0.002691031,0.007404732,0.005966677,0.0004860063,0.00001682118,0.00003726378,0.001051526],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3748595,"threshold_uncertainty_score":0.9939964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1678403009037664,"score_gpt":0.5375338812456808,"score_spread":0.3696935803419145,"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."}}