{"id":"W2793892569","doi":"10.2196/mhealth.9409","title":"Using Google Glass in Surgical Settings: Systematic Review","year":2018,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Surgical site infection prevention","field":"Medicine","cited_by":106,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Feinberg School of Medicine; Agency for Healthcare Research and Quality; Northwestern University","keywords":"Medicine; Computer science","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003337199,0.0004767608,0.004825992,0.0003742832,0.0001369042,0.00002445249,0.0001032217,0.000488016,0.0002869209],"category_scores_gemma":[0.0003344704,0.0003414231,0.0004566279,0.0009436368,0.00007608834,0.00007842911,0.00006750734,0.0008566212,0.0001428738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008256182,"about_ca_system_score_gemma":0.001019346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007185419,"about_ca_topic_score_gemma":0.000009753863,"domain_scores_codex":[0.9944825,0.001323047,0.002412601,0.0006790469,0.0004280609,0.0006746982],"domain_scores_gemma":[0.9969946,0.0004277238,0.001253406,0.0005194219,0.0001018823,0.0007029239],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00001295943,0.0001070802,0.00002013701,0.9358706,0.0000295143,0.00006108048,0.00001560867,7.214203e-9,3.485717e-9,0.0000459257,0.0002573693,0.06357969],"study_design_scores_gemma":[0.0003763014,0.0001364172,0.00001151775,0.5829127,0.001548588,0.001726323,0.000004799148,0.00001419976,6.140884e-9,0.000008972332,0.4131002,0.000159909],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001008593,0.9917205,0.00000796682,0.0002184238,0.0002806388,0.006769935,0.00001578127,0.00008843485,0.000797463],"genre_scores_gemma":[0.00002029064,0.9975632,0.0001270182,0.001000277,0.000426605,0.0004076435,0.0001162003,0.00006258809,0.0002761341],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4128428,"threshold_uncertainty_score":0.9999038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1472990311376934,"score_gpt":0.4866460608206561,"score_spread":0.3393470296829627,"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."}}