{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002490319,0.0004134056,0.0003113959,0.0004142172,0.0002802962,0.0007141264,0.0003987392,0.0004446509,0.003983488],"category_scores_gemma":[0.01156421,0.0001080326,0.0003911589,0.0002968535,0.0002792892,0.0005134504,0.0006161213,0.0003389032,0.0006802619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000510522,"about_ca_system_score_gemma":0.0006704566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001175479,"about_ca_topic_score_gemma":0.002418361,"domain_scores_codex":[0.9973574,0.001419197,0.0002301208,0.000112697,0.0006652971,0.000215151],"domain_scores_gemma":[0.9901452,0.004568305,0.002034636,0.000338989,0.002152307,0.0007605289],"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":[0.004367217,0.001847004,0.3000418,0.005117484,0.0004498997,0.001329667,0.003590959,0.0006983847,0.03219311,0.0001516109,0.007139847,0.6430731],"study_design_scores_gemma":[0.0003426123,0.032562,0.9167352,0.001938922,0.0008526265,0.005423205,0.003935642,0.001421476,0.01807408,0.0001146069,0.01850356,0.00009609518],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893215,0.003989123,0.0007968039,0.0008062301,0.00008580629,0.0001901274,0.0001602735,0.0000892492,0.004560964],"genre_scores_gemma":[0.9908711,0.003159471,0.004491963,0.0003681525,0.000112793,0.0001528848,0.0001321943,0.00001295232,0.0006984209],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003983488,"threshold_uncertainty_score":0.01332611,"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."}}