{"id":"W4406448487","doi":"10.1016/j.ypat.2015.06.030","title":"10.1016/j.ypat.2015.06.030","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; Gastric biopsy; Gastroenterology; Internal medicine; Pathology; Dermatology; Gastritis","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":[0.0006950811,0.0009698074,0.0005265509,0.001641119,0.0007632076,0.002475838,0.001037698,0.003018506,0.8871853],"category_scores_gemma":[0.001722533,0.0004066105,0.0006434574,0.0007540438,0.0006792053,0.001780584,0.001225478,0.001295675,0.8384238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007077749,"about_ca_system_score_gemma":0.001067937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002359555,"about_ca_topic_score_gemma":0.002022288,"domain_scores_codex":[0.9997403,0.00003059702,0.00002535673,0.00006497942,0.00007362277,0.00006507127],"domain_scores_gemma":[0.9990658,0.0001765713,0.0001449114,0.00005897968,0.0001602691,0.0003934377],"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":[0.0005315169,0.0003104792,0.01134336,0.0005963744,0.00006869024,0.0005172753,0.0001285935,0.0002061732,0.0006588144,0.004263893,0.2921165,0.6892583],"study_design_scores_gemma":[0.0001744349,0.0002217994,0.0139353,0.001536405,0.0001032904,0.004570933,0.0003880719,0.0004008987,0.0006080716,0.006476501,0.9715407,0.00004353276],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01048147,0.02122459,0.003024682,0.01623778,0.004128501,0.0001608259,0.008412035,0.002363728,0.9339664],"genre_scores_gemma":[0.02726324,0.008109123,0.002909331,0.003400036,0.001463708,0.0001273345,0.00409204,0.0004240319,0.9522113],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1128147,"threshold_uncertainty_score":0.1609165,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008806378601401394,"score_gpt":0.2123485741607274,"score_spread":0.203542195559326,"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."}}