{"id":"W3087742939","doi":"10.3390/gastroent11010003","title":"Welcome to Gastroenterology Insights","year":2020,"lang":"en","type":"article","venue":"Gastroenterology Insights","topic":"Medical Research and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario","funders":"","keywords":"Medicine; Gastroenterology; General surgery; 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":[0.003566596,0.0009887188,0.001106657,0.001314225,0.002133342,0.009742253,0.001314572,0.01138517,0.27266],"category_scores_gemma":[0.03819048,0.0005707203,0.001239589,0.0007913625,0.001236795,0.003967095,0.004686418,0.01533494,0.178063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001794797,"about_ca_system_score_gemma":0.005801624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009600514,"about_ca_topic_score_gemma":0.00367241,"domain_scores_codex":[0.9956378,0.0008921379,0.0001946455,0.0004429853,0.002002324,0.0008301409],"domain_scores_gemma":[0.9542299,0.003595013,0.00148424,0.0009767618,0.009352835,0.03036118],"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":[0.00001331715,0.00001056241,0.00003264235,0.00002040691,0.000001740639,0.00006096842,0.000009516206,0.000002630652,0.00002621579,0.0002764582,0.9956502,0.003895292],"study_design_scores_gemma":[0.00004020855,0.0000294353,0.0002834776,0.0001042395,0.000004169526,0.0002912512,0.00009586188,0.00001296687,0.00004907585,0.0008287994,0.9982474,0.00001314946],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0004777354,0.01007156,0.0006511139,0.597528,0.3305527,0.0001208401,0.001092257,0.0009724884,0.05853323],"genre_scores_gemma":[0.00363521,0.007341642,0.001029977,0.488657,0.21714,0.0001409616,0.0008041817,0.0007630948,0.2804879],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.27266,"threshold_uncertainty_score":0.9121385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03287912411768023,"score_gpt":0.2955142199445269,"score_spread":0.2626350958268467,"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."}}