{"id":"W1651084628","doi":"10.2196/mhealth.4122","title":"Doctors and the Etiquette of Mobile Device Use in Trauma and Orthopedics","year":2015,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Etiquette; Orthopedic surgery; Medicine; mHealth; Mobile device; Internet privacy; Psychology; Medical emergency; Computer science; World Wide Web; Psychiatry; Psychological intervention","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":[0.003361874,0.0001238087,0.0002543549,0.0007556454,0.001366355,0.001536603,0.00027228,0.00101477,0.003706525],"category_scores_gemma":[0.02660665,0.0002332595,0.0003067752,0.0005841817,0.001718188,0.0006492584,0.001317267,0.001216821,0.0003899006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001126421,"about_ca_system_score_gemma":0.001288011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003545417,"about_ca_topic_score_gemma":0.005592051,"domain_scores_codex":[0.9929143,0.00432789,0.0006818763,0.000179618,0.001481291,0.0004149379],"domain_scores_gemma":[0.9619865,0.0155434,0.01625182,0.0004032929,0.00245084,0.003364071],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004749221,0.0001614203,0.8916935,0.0007964823,0.0001097854,0.001458564,0.07104276,0.00009858076,0.001903638,0.0005450646,0.004292171,0.02742305],"study_design_scores_gemma":[0.00003490947,0.0006888264,0.8923344,0.0007445386,0.00006834395,0.004238189,0.08881018,0.0002015237,0.0004450569,0.0002369777,0.01211871,0.00007830645],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.984883,0.00255683,0.0001599153,0.007294475,0.0001594162,0.00001606635,0.00005522026,0.000005163548,0.004869882],"genre_scores_gemma":[0.9971423,0.001370303,0.0001351229,0.0008531811,0.0001033306,0.000007251336,0.00001602663,0.000002724723,0.0003698312],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003706525,"threshold_uncertainty_score":0.01777953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1398149458045696,"score_gpt":0.4789435800917315,"score_spread":0.3391286342871619,"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."}}