{"id":"W3100317899","doi":"10.1007/s11938-020-00316-9","title":"Who Needs Gastroprotection in 2020?","year":2020,"lang":"en","type":"review","venue":"Current Treatment Options in Gastroenterology","topic":"Helicobacter pylori-related gastroenterology studies","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Population Health Research Institute","funders":"","keywords":"Medicine; Helicobacter pylori; Internal medicine; Disease; Peptic ulcer; Complication; Comorbidity; Intensive care medicine; Peptic; Proton-pump inhibitor","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":[0.001287937,0.0006171674,0.00206591,0.001327372,0.0002162043,0.001331187,0.0006787498,0.001474733,0.006620672],"category_scores_gemma":[0.002458439,0.0002728681,0.001051309,0.001693192,0.0004189441,0.001959361,0.0006461734,0.001460197,0.001211602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007010397,"about_ca_system_score_gemma":0.002037933,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002563385,"about_ca_topic_score_gemma":0.006679326,"domain_scores_codex":[0.9996666,0.0001010314,0.00009538955,0.00004244584,0.00006272396,0.00003192634],"domain_scores_gemma":[0.9991874,0.0004472144,0.0002095684,0.000008831712,0.00009563178,0.00005139727],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008134816,0.0000909671,0.001093878,0.101059,0.0007053807,0.000180735,0.00007986819,0.0001451791,0.000424438,0.001742451,0.03041039,0.8632543],"study_design_scores_gemma":[0.0007038373,0.0007094918,0.009581502,0.1829169,0.004285822,0.001685818,0.0006658362,0.0002270235,0.0003820946,0.002927555,0.7958431,0.00007099324],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000947133,0.9989383,0.000009855095,0.0005646086,0.0001380981,0.000002079142,0.00002279202,0.000001402836,0.000228282],"genre_scores_gemma":[0.0008567898,0.9979811,0.00006945217,0.0007043507,0.0002160679,0.000005041916,0.00003841869,6.487944e-7,0.0001281276],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006620672,"threshold_uncertainty_score":0.02214837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06007819155493431,"score_gpt":0.3532583375667795,"score_spread":0.2931801460118452,"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."}}