{"id":"W4213088667","doi":"10.5539/gjhs.v14n3p87","title":"Smartphone Medical Apps Use by Health Professionals: Is Gender a Confounding Factor?","year":2022,"lang":"en","type":"article","venue":"Global Journal of Health Science","topic":"Healthcare Systems and Public Health","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mobile device; Addiction; Confounding; The Internet; Psychology; Medical education; Health professionals; Medicine; Family medicine; Internet privacy; Health care; Computer science; World Wide Web; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.01735335,0.0002254878,0.001000884,0.0003195542,0.001830833,0.00008439176,0.0006576527,0.00009372563,0.0009000552],"category_scores_gemma":[0.0007919065,0.0001748039,0.0001472372,0.001926805,0.0002961283,0.0005077776,0.0002432371,0.001314642,0.00001404557],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004281763,"about_ca_system_score_gemma":0.07338057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003902347,"about_ca_topic_score_gemma":0.00002224407,"domain_scores_codex":[0.9892128,0.0008156372,0.002310056,0.0004755275,0.005703421,0.001482524],"domain_scores_gemma":[0.9933704,0.0001349166,0.001667525,0.0003764416,0.0006797667,0.003770985],"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":[0.0002771386,0.001099165,0.2302986,0.001435018,0.0000641577,0.00022368,0.004273245,0.000003840775,0.00007349603,0.002485909,0.605564,0.1542017],"study_design_scores_gemma":[0.004780204,0.004755322,0.2433753,0.001540739,0.00001178039,0.02401492,0.008550176,0.000495568,0.00001675347,0.0002889966,0.711706,0.0004642606],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6981239,0.01084074,0.002097074,0.281007,0.00568481,0.001302696,0.0003387913,0.00006125338,0.0005436815],"genre_scores_gemma":[0.9067235,0.0004915514,0.0007641765,0.09155627,0.0002938084,0.00001044336,0.000009153406,0.00001438588,0.0001367125],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2085996,"threshold_uncertainty_score":0.9995406,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1114061224622132,"score_gpt":0.4624830315866263,"score_spread":0.3510769091244131,"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."}}