{"id":"W1981487858","doi":"10.1373/clinchem.2012.201475","title":"Helicobacter pylori Diagnostics and Treatment: Could a Lack of Universal Consensus Be the Best Consensus?","year":2013,"lang":"en","type":"article","venue":"Clinical Chemistry","topic":"Helicobacter pylori-related gastroenterology studies","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"University of Western Australia","keywords":"Consensus conference; Helicobacter pylori; Helicobacter Infections; Medicine; Internal medicine","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":[0.07095312,0.001551704,0.004846401,0.005047183,0.005191426,0.01321023,0.00788021,0.02481543,0.01086096],"category_scores_gemma":[0.2115583,0.001453683,0.003479047,0.002642893,0.01821636,0.03566379,0.01054126,0.05272917,0.00844595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00960208,"about_ca_system_score_gemma":0.01789046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007593652,"about_ca_topic_score_gemma":0.007221569,"domain_scores_codex":[0.934982,0.02787535,0.009935542,0.007485385,0.01676598,0.002955802],"domain_scores_gemma":[0.7956857,0.1048747,0.009760456,0.00702026,0.06574096,0.01691791],"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":[0.0001572166,0.0001320748,0.001159354,0.004389964,0.0002584676,0.0006008116,0.001843121,0.0002234603,0.0002956477,0.03042124,0.8064183,0.1541004],"study_design_scores_gemma":[0.00009985814,0.0001276212,0.001007327,0.01860875,0.0001792263,0.001219615,0.0041326,0.0003929565,0.0002358676,0.1145305,0.8592736,0.0001922627],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.000160773,0.05743211,0.0009575027,0.9143804,0.02621147,0.00001103547,0.00004186198,0.00004497662,0.0007597483],"genre_scores_gemma":[0.009890113,0.1048042,0.00593903,0.8262302,0.05067487,0.00009134114,0.0002098363,0.0001588705,0.002001549],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07095312,"threshold_uncertainty_score":0.3752404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08295133709169586,"score_gpt":0.3481834643170072,"score_spread":0.2652321272253113,"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."}}