{"id":"W2092964807","doi":"10.1080/10401334.2015.1011646","title":"Resident Use of the Internet, E-Mail, and Personal Electronics in the Care of Surgical Patients","year":2015,"lang":"en","type":"article","venue":"Teaching and Learning in Medicine","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"The Internet; Phone; Electronic mail; Medicine; Mobile phone; Psychology; Internet privacy; Family medicine; World Wide Web; Computer science","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":[0.003343372,0.00006575328,0.0002013838,0.00006964676,0.0002068185,0.000001502249,0.00008553584,0.00007204928,0.000009319489],"category_scores_gemma":[0.001618409,0.0000352214,0.00001057899,0.000107292,0.0001082038,0.0000258212,0.00005012381,0.001923518,4.563394e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006857273,"about_ca_system_score_gemma":0.0001841316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006527182,"about_ca_topic_score_gemma":0.001126484,"domain_scores_codex":[0.9969445,0.002072352,0.0004186028,0.0001231663,0.000223557,0.0002178363],"domain_scores_gemma":[0.9981855,0.001361935,0.0001943462,0.0001153227,0.00006204763,0.000080917],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006876045,0.00002270256,0.8767992,0.0002111125,0.000001474264,4.847376e-7,0.1078349,0.00001371308,0.000001814582,0.001230243,0.001993897,0.01182169],"study_design_scores_gemma":[0.002667986,0.0004423273,0.6879897,0.001045948,0.00001317108,0.000002865739,0.04470857,0.0007890951,4.217201e-7,0.00008293961,0.2622064,0.00005063808],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925296,0.002057519,0.00001061776,0.00392346,0.00006447907,0.0006086114,0.000001091068,0.000006791327,0.0007978125],"genre_scores_gemma":[0.9986923,0.00033969,0.00004596776,0.0004508885,0.00005739593,0.00009691933,0.000008722742,0.000005811052,0.0003023016],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2602125,"threshold_uncertainty_score":0.9867191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05676731685077217,"score_gpt":0.4104484554762117,"score_spread":0.3536811386254395,"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."}}