{"id":"W2784235115","doi":"10.9778/cmajo.20170126","title":"Health care professionals' neckties as a source of transmission of bacteria to patients: a systematic review","year":2018,"lang":"en","type":"review","venue":"CMAJ Open","topic":"Infection Control in Healthcare","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; Royal Inland Hospital; University of British Columbia","funders":"","keywords":"Jadad scale; Medicine; Health care; Randomized controlled trial; Evidence-based medicine; Systematic review; MEDLINE; Alternative medicine; Internal medicine; Biology; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001175271,0.0004338194,0.007216529,0.0002437808,0.0001018361,0.00001577672,0.0005589351,0.0002795148,0.0003685133],"category_scores_gemma":[0.001126212,0.000279994,0.0005702706,0.0004937535,0.0000506617,0.0000821885,0.0002413801,0.0003172984,0.0001203178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004015415,"about_ca_system_score_gemma":0.002838655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001522745,"about_ca_topic_score_gemma":0.00004064476,"domain_scores_codex":[0.9945928,0.001313003,0.002762068,0.0004695969,0.0005513265,0.0003112256],"domain_scores_gemma":[0.9947983,0.0002396726,0.002141597,0.001050885,0.0014177,0.0003518377],"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":[0.00004025043,0.0001092509,0.000009870486,0.8743823,0.0001409202,7.481196e-7,0.001246417,6.39981e-9,6.47677e-8,0.00001180757,0.002852162,0.1212062],"study_design_scores_gemma":[0.0003359388,0.0008174169,0.00001114582,0.6450713,0.001040637,0.00001745838,0.0001380019,1.364131e-7,8.520132e-7,7.772761e-7,0.3524354,0.0001309285],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001412317,0.9684559,0.00003018011,0.0006994719,0.0003325283,0.02987034,0.00008122587,0.00002411927,0.0004921209],"genre_scores_gemma":[0.00003227546,0.9939136,0.0004798014,0.002167785,0.0001039391,0.001812491,0.0003953514,0.00008829156,0.0010065],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3495832,"threshold_uncertainty_score":0.9999653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06177393052283323,"score_gpt":0.4444766278533437,"score_spread":0.3827026973305105,"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."}}