{"id":"W7096774112","doi":"","title":"Commentary CMAJ","year":2016,"lang":"en","type":"article","venue":"","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Helicobacter pylori; Metronidazole; Tinidazole; Antibiotic resistance; Regimen; Empiric therapy; Drug resistance","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004062769,0.001053109,0.001115135,0.001462423,0.002716576,0.003343903,0.002936208,0.02331041,0.07028905],"category_scores_gemma":[0.04427809,0.0007439514,0.00139152,0.001018966,0.001814347,0.003080255,0.001361912,0.02355665,0.03413805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004196384,"about_ca_system_score_gemma":0.005755079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007157955,"about_ca_topic_score_gemma":0.007998491,"domain_scores_codex":[0.996591,0.0006633186,0.0002959025,0.0004338197,0.001619784,0.0003962721],"domain_scores_gemma":[0.9814616,0.006279442,0.001080485,0.0006290221,0.007795264,0.002754124],"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":[0.00001114886,0.000002546499,0.00002227365,0.00004007308,0.000003207077,0.00004069591,0.000005916955,0.000004895677,0.00001056455,0.0002091767,0.9978848,0.001764716],"study_design_scores_gemma":[0.00004459949,0.00001428761,0.0003342086,0.0004344542,0.00001582412,0.000222138,0.00004353826,0.00003606046,0.00007166952,0.0008693319,0.9978982,0.00001574908],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001386563,0.00255149,0.00009606943,0.6936504,0.2910881,0.00003904176,0.0002898115,0.0001137306,0.01203268],"genre_scores_gemma":[0.002417213,0.002471069,0.0001398762,0.7130787,0.25947,0.00007006829,0.0001515186,0.00007076839,0.02213075],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.929711,"threshold_uncertainty_score":0.2351403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02945469062213218,"score_gpt":0.3105437954103729,"score_spread":0.2810891047882407,"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."}}