{"id":"W4385253243","doi":"10.20944/preprints202307.1709.v1","title":"Gastric Alimetry® Test Interpretation in Gastroduodenal Disorders : Review and Recommendations","year":2023,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Gastrointestinal motility and disorders","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"National Institutes of Health","keywords":"Medicine; Gastroduodenal ulcer; Test (biology); Profiling (computer programming); Internal medicine; Intensive care medicine; Computer science","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":[0.01601789,0.001490649,0.00386983,0.009403338,0.0005914788,0.003129791,0.00389738,0.003069434,0.00620884],"category_scores_gemma":[0.04843615,0.0007781264,0.003843212,0.006774023,0.001278163,0.00442656,0.001725987,0.001879618,0.002925541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001975528,"about_ca_system_score_gemma":0.009463531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006145255,"about_ca_topic_score_gemma":0.009917405,"domain_scores_codex":[0.9925384,0.002055353,0.003020274,0.0006549603,0.001541514,0.0001896155],"domain_scores_gemma":[0.9517767,0.029294,0.0053698,0.001010861,0.01197651,0.000572198],"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":[0.0002035126,0.00005625856,0.001453372,0.1898757,0.0007435375,0.0002210509,0.0002781437,0.0002569389,0.0003277486,0.001379036,0.03556916,0.7696356],"study_design_scores_gemma":[0.0001064375,0.0001964205,0.005139164,0.4940731,0.004899977,0.001298468,0.0005513746,0.0002768266,0.0005798981,0.003646366,0.4891244,0.0001075569],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000177577,0.9949073,0.0005794007,0.002660943,0.000650665,0.0000863731,0.0002328756,0.00003205891,0.0006727998],"genre_scores_gemma":[0.001769065,0.9921443,0.003237401,0.001475468,0.000517875,0.0001508613,0.0003720931,0.00001506142,0.0003178791],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01601789,"threshold_uncertainty_score":0.08471173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1017645749428637,"score_gpt":0.3727985704726566,"score_spread":0.2710339955297928,"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."}}