{"id":"W4200580141","doi":"10.20524/aog.2021.0659","title":"Authors’ reply","year":2021,"lang":"en","type":"article","venue":"Annals of Gastroenterology","topic":"Healthcare Systems and Challenges","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Adler","funders":"","keywords":"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004758753,0.0006473319,0.001305338,0.00113717,0.003655839,0.00554079,0.002286893,0.03701107,0.01996656],"category_scores_gemma":[0.07460417,0.0008840354,0.001377805,0.0007059796,0.003723125,0.004072787,0.004421034,0.03619902,0.01357813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003449987,"about_ca_system_score_gemma":0.006178729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003127782,"about_ca_topic_score_gemma":0.004026434,"domain_scores_codex":[0.9949375,0.001310292,0.0006414821,0.0006958655,0.001424462,0.0009902634],"domain_scores_gemma":[0.9731008,0.01148152,0.002321112,0.001100074,0.008851442,0.003145061],"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":[0.00001447311,0.000004672826,0.0002703581,0.00004975481,0.00001386939,0.0004083483,0.0002141317,0.00001833667,0.00005292611,0.001089813,0.9954823,0.002381028],"study_design_scores_gemma":[0.00003251251,0.0000161823,0.0006023475,0.0002990171,0.00002947868,0.001246469,0.0010754,0.00005972141,0.0001433527,0.002960222,0.993477,0.00005831199],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0002250266,0.001293497,0.00006848448,0.9281428,0.06907367,0.000005942557,0.00003405341,0.00002402074,0.001132475],"genre_scores_gemma":[0.002627222,0.0007659561,0.0001187869,0.9538695,0.03544904,0.00002738663,0.00002190878,0.00003012265,0.007090076],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9800335,"threshold_uncertainty_score":0.06679481,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2527543945135854,"score_gpt":0.4978706927668893,"score_spread":0.2451162982533039,"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."}}