{"id":"W1881745089","doi":"10.1002/jhm.2037","title":"Educational impact of using smartphones for clinical communication on general medicine: More global, less local","year":2013,"lang":"en","type":"article","venue":"Journal of Hospital Medicine","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; University of Toronto; Canadian Patient Safety Institute; Health Sciences Centre; University Health Network","funders":"","keywords":"Social connectedness; Medical education; Curriculum; Autonomy; Medicine; Qualitative research; Health care; Nursing; Psychology; Pedagogy","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":[],"consensus_categories":[],"category_scores_codex":[0.002089578,0.0001954339,0.0008354501,0.000160111,0.0003676759,0.000002419372,0.000386914,0.0002303207,0.000578028],"category_scores_gemma":[0.001591915,0.0001230192,0.0001965183,0.0003009518,0.0005712532,0.0001546263,0.00004355145,0.000689458,0.00001755034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005215898,"about_ca_system_score_gemma":0.001823725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002548313,"about_ca_topic_score_gemma":0.00003003139,"domain_scores_codex":[0.995917,0.0003775769,0.002610023,0.0001825134,0.0004837918,0.0004291604],"domain_scores_gemma":[0.9925704,0.002056321,0.002331352,0.000461215,0.001912569,0.0006681637],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0004567793,0.0008238634,0.3321457,0.0005277935,0.0001408314,8.984813e-7,0.001130333,0.0001293649,0.00008367522,0.00828973,0.6139569,0.04231423],"study_design_scores_gemma":[0.006721254,0.007155186,0.9553422,0.002479177,0.0001740671,0.00002373303,0.004763252,0.001978751,0.000002989231,0.01088733,0.01028944,0.0001826165],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9101491,0.002652435,0.003615648,0.07821216,0.002324385,0.002384819,0.00003216027,0.00001062841,0.0006186629],"genre_scores_gemma":[0.9866986,0.001961097,0.003664772,0.003190863,0.003898049,0.0003894226,0.00005543897,0.00002518926,0.0001165623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6231965,"threshold_uncertainty_score":0.6329002,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1351071785943897,"score_gpt":0.5724590236910894,"score_spread":0.4373518450966997,"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."}}