{"id":"W4385851109","doi":"10.2196/42101","title":"Usefulness of Self-Assessment of Gastrointestinal Symptoms: Web-Based Study in Anhui, China","year":2023,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Gastrointestinal motility and disorders","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Biopsychosocial model; Feeling; Medicine; Clinical psychology; Psychology; Psychiatry; Social psychology","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":[],"consensus_categories":[],"category_scores_codex":[0.002646873,0.0004232938,0.000474204,0.001608143,0.000819216,0.0006215036,0.0004562072,0.0004590792,0.001071176],"category_scores_gemma":[0.003490375,0.0003235016,0.000465718,0.00219923,0.0004813312,0.0006533696,0.0006220103,0.0005635606,0.0001764311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001291623,"about_ca_system_score_gemma":0.001662781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03765855,"about_ca_topic_score_gemma":0.03830357,"domain_scores_codex":[0.9988585,0.0003365018,0.0001817092,0.0001937013,0.0002794395,0.0001502341],"domain_scores_gemma":[0.9968172,0.0007022683,0.001066666,0.0001846573,0.0005399106,0.0006894038],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002444476,0.00009737416,0.9967982,0.00003831961,0.0000301105,0.00007777454,0.001057388,0.0000223964,0.0001229985,0.00001287176,0.00007325638,0.001644887],"study_design_scores_gemma":[0.000004074,0.00007428013,0.9986244,0.000008699119,0.00001088857,0.00004257973,0.0009103332,0.0001948326,0.00002613937,0.000005631317,0.00009370351,0.000004451179],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999445,0.00004620983,0.00003226227,0.00004178833,0.000002525487,0.00003634828,0.0001756362,0.000001427972,0.0002186903],"genre_scores_gemma":[0.9994251,0.00006045907,0.0001008947,0.0000420424,0.000004696531,0.00004226495,0.0002137212,0.000001128342,0.000109698],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03765855,"threshold_uncertainty_score":0.07487869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0551278883702203,"score_gpt":0.4085492263875966,"score_spread":0.3534213380173762,"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."}}