{"id":"W3029173544","doi":"10.1136/bmj.j.issn.1007-9742.2014.17.136","title":"Dyspepsia","year":2014,"lang":"en","type":"article","venue":"","topic":"Viral gastroenteritis research and epidemiology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Computer science; World Wide Web; Data science; Medicine; Information retrieval","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":[0.0003387882,0.0004223732,0.0006075931,0.001335241,0.0003654053,0.000597525,0.0003107542,0.0003296542,0.03992719],"category_scores_gemma":[0.00153195,0.00009125986,0.0005934007,0.0009179687,0.0001746187,0.0002989093,0.0005622979,0.0005398667,0.008857476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003273882,"about_ca_system_score_gemma":0.0003536204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002738133,"about_ca_topic_score_gemma":0.003810968,"domain_scores_codex":[0.9995757,0.00007206026,0.00006581999,0.00006470322,0.0001318537,0.00008985773],"domain_scores_gemma":[0.9995999,0.00005368406,0.00009415047,0.00003252301,0.0001506845,0.00006908768],"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":[0.002614359,0.0006566077,0.3073755,0.004177531,0.0006261222,0.003065764,0.0005053234,0.0002273881,0.005566874,0.001918922,0.1174721,0.5557936],"study_design_scores_gemma":[0.0002643043,0.001047834,0.7171111,0.001805212,0.0004127669,0.008694182,0.0005043439,0.000266867,0.001054754,0.0007649804,0.2680178,0.0000558076],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2507314,0.0485418,0.00327697,0.002980636,0.002059795,0.002746299,0.04440437,0.0005905384,0.6446682],"genre_scores_gemma":[0.7299044,0.02214718,0.005216206,0.005184533,0.001025975,0.001290615,0.04292898,0.0001093574,0.1921928],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03992719,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01477767835200997,"score_gpt":0.3103142096945373,"score_spread":0.2955365313425273,"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."}}