{"id":"W2889735271","doi":"10.23736/s1121-421x.18.02482-0","title":"Helicobacter pylori: what are the challenges of today and in the years to come?","year":2018,"lang":"en","type":"article","venue":"Minerva Gastroenterologica e Dietologica","topic":"Helicobacter pylori-related gastroenterology studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Helicobacter pylori; Helicobacter Infections; Family medicine; Gastroenterology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000828725,0.0003741674,0.0007989964,0.0001745473,0.0001323074,0.00004546464,0.0005725819,0.0001928253,0.00003438624],"category_scores_gemma":[0.0003712501,0.0001891117,0.0001377486,0.0003270805,0.001095873,0.0001415791,0.0004410103,0.000509455,0.00004231223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003760929,"about_ca_system_score_gemma":0.000008930821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001653704,"about_ca_topic_score_gemma":0.0004037025,"domain_scores_codex":[0.9971886,0.0004705246,0.0005987808,0.000614877,0.0003273694,0.0007997971],"domain_scores_gemma":[0.9983893,0.0002573413,0.0002434297,0.0007569435,0.0002134726,0.0001394898],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002142036,0.000515433,0.981972,0.0000418897,0.000270184,0.0001797303,0.00552395,0.000002111644,0.002057438,0.0000800046,0.001973832,0.005241335],"study_design_scores_gemma":[0.001251039,0.005218344,0.9820212,0.000206565,0.0001010644,0.0003019973,0.007859848,0.000009658277,0.00007754094,0.00006860493,0.002784518,0.00009966842],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8992314,0.001436634,0.00001223061,0.09804458,0.0002350137,0.0007184747,0.00001124493,0.00005010933,0.0002603372],"genre_scores_gemma":[0.9817595,0.002006459,0.0003084253,0.01550539,0.0002015931,0.0001647552,0.000004845382,0.00001929299,0.00002970995],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0825392,"threshold_uncertainty_score":0.7711753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03748547325461297,"score_gpt":0.2730834800870826,"score_spread":0.2355980068324696,"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."}}