{"id":"W6999612464","doi":"","title":"Demographic and symptomatic predictors of incomplete bolus transit in patients with ineffective oesophageal motility.","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Gastroesophageal reflux and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bolus (digestion); Dysphagia; Peristalsis; Heartburn; Swallowing; Esophagus; Reflux","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0003099251,0.0001665197,0.0002231222,0.0005845967,0.0003407214,0.0003374434,0.000260457,0.0004367797,0.002120771],"category_scores_gemma":[0.001834153,0.0002068538,0.000244145,0.0007337322,0.0002489107,0.0005730139,0.0002302027,0.0005236432,0.0002912095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003793721,"about_ca_system_score_gemma":0.0005316222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009313717,"about_ca_topic_score_gemma":0.01060736,"domain_scores_codex":[0.9998013,0.00002985497,0.00002427752,0.00003812352,0.00005888519,0.00004752133],"domain_scores_gemma":[0.9988583,0.0002049481,0.0004943468,0.00002797417,0.0001050497,0.0003093895],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000402821,0.00001474568,0.999442,0.000003061402,0.000003672881,0.0001281711,0.00001986787,0.00001222457,0.00003605616,0.00000389252,0.00006361702,0.0002322691],"study_design_scores_gemma":[0.000004360386,0.0000782694,0.9990458,0.000004154096,0.00000522181,0.0005258681,0.000145368,0.0001033247,0.00001435167,0.000005564692,0.00006567127,0.000002055748],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998946,0.0001629807,0.00002453187,0.00005032221,0.00000620748,0.000009668398,0.0003585026,0.000002302538,0.0004393646],"genre_scores_gemma":[0.9994943,0.00005650374,0.00002758096,0.00001966921,0.000009779675,0.000009083775,0.0003139008,8.74011e-7,0.00006830605],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009313717,"threshold_uncertainty_score":0.01851898,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00979522833957302,"score_gpt":0.2260935105638023,"score_spread":0.2162982822242292,"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."}}