{"id":"W4406391280","doi":"10.1016/j.ypat.2015.06.007","title":"10.1016/j.ypat.2015.06.007","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Helicobacter pylori-related gastroenterology studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Helicobacter pylori; Gastroenterology; Barrett's esophagus; Esophagus; Association (psychology); Internal medicine; Helicobacter; General surgery; Adenocarcinoma; Cancer","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006804,0.000917967,0.0005243451,0.00160167,0.000725754,0.002516043,0.0009938703,0.002881167,0.8801528],"category_scores_gemma":[0.001670334,0.0003677592,0.0006009527,0.0007391593,0.0006985529,0.001688934,0.001171304,0.001236136,0.8304989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006892137,"about_ca_system_score_gemma":0.001016456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002265678,"about_ca_topic_score_gemma":0.001949634,"domain_scores_codex":[0.9997211,0.00003322694,0.00002652106,0.00006959025,0.00007980297,0.00006957943],"domain_scores_gemma":[0.9990535,0.000182083,0.0001451821,0.00005960957,0.0001594609,0.0004000663],"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":[0.0004931394,0.0002839298,0.01078276,0.0005862691,0.00006624177,0.0005027974,0.0001259614,0.0002074618,0.0007055863,0.004004142,0.2741607,0.7080809],"study_design_scores_gemma":[0.0001438983,0.0001896182,0.01250998,0.00139403,0.00008330816,0.004323071,0.0003699724,0.0003694207,0.0005789591,0.005087203,0.9749136,0.00003691169],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01086434,0.0229733,0.003056176,0.01618826,0.003972086,0.0001427905,0.007091109,0.00223453,0.9334774],"genre_scores_gemma":[0.02795379,0.009075318,0.003069246,0.003291937,0.0014144,0.0001145114,0.003609146,0.000383214,0.9510885],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1198472,"threshold_uncertainty_score":0.1709474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008493962448549471,"score_gpt":0.2125984131952232,"score_spread":0.2041044507466737,"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."}}