{"id":"W2010158193","doi":"10.1053/j.gastro.2012.08.022","title":"Print and Digital Media Review","year":2012,"lang":"en","type":"article","venue":"Gastroenterology","topic":"Medical Device Sterilization and Disinfection","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Section (typography); Endoscope; Presentation (obstetrics); Computer science; Multimedia; Surgery","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001147115,0.0008675188,0.0008694598,0.004082731,0.001003627,0.003659702,0.0009268461,0.002394207,0.156152],"category_scores_gemma":[0.004016404,0.0003191132,0.0004533311,0.002366833,0.0008756967,0.003032945,0.001607777,0.001647248,0.09967369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001216202,"about_ca_system_score_gemma":0.003066134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001770516,"about_ca_topic_score_gemma":0.003321634,"domain_scores_codex":[0.999044,0.00009913684,0.00006043071,0.00009608205,0.000590753,0.000109661],"domain_scores_gemma":[0.995407,0.0007256952,0.0002801694,0.0001846999,0.002690321,0.0007121878],"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":[0.00002513144,0.00002344537,0.0000798338,0.0007222932,0.000007772202,0.0001021519,0.00002236865,0.00002848599,0.0004088824,0.001271842,0.7782763,0.2190315],"study_design_scores_gemma":[0.00000287667,0.000009850196,0.0002080927,0.0002544989,0.000006928582,0.00009926519,0.00002172031,0.00001062737,0.00008943522,0.0002061721,0.9990876,0.000003023913],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007450479,0.4878199,0.001032999,0.04159972,0.176884,0.0001444888,0.0004638964,0.0003150946,0.2909949],"genre_scores_gemma":[0.004926842,0.3191324,0.0006545019,0.01731754,0.09541614,0.00008652743,0.000396015,0.000122719,0.5619472],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.156152,"threshold_uncertainty_score":0.5223805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01062762646889951,"score_gpt":0.232087321199854,"score_spread":0.2214596947309545,"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."}}