{"id":"W4403727070","doi":"10.14309/01.ajg.0001031828.91006.31","title":"S615 The Validation of CARS Score for Prediction of Patients With Achalasia","year":2024,"lang":"en","type":"article","venue":"The American Journal of Gastroenterology","topic":"Gastroesophageal reflux and treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Achalasia; Internal medicine; Esophagus","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":[0.001781012,0.0004870972,0.0004153964,0.001401094,0.0002535034,0.0008102375,0.0004456881,0.0005389744,0.002971117],"category_scores_gemma":[0.00517446,0.0001705028,0.000557859,0.0006258567,0.0002574575,0.0004606015,0.0005664463,0.0003079764,0.001083813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002247667,"about_ca_system_score_gemma":0.0003356164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001189527,"about_ca_topic_score_gemma":0.001146782,"domain_scores_codex":[0.9991653,0.0002283668,0.0001481832,0.0001427315,0.000223022,0.00009253166],"domain_scores_gemma":[0.9969208,0.0008329314,0.0009001434,0.0001568843,0.0008062234,0.0003830971],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001862083,0.00002072475,0.9973472,0.00001043533,0.00003464284,0.0000403053,0.00001223765,0.00006734898,0.0002125333,0.0000079055,0.0001309305,0.001929537],"study_design_scores_gemma":[0.00003448524,0.0004181582,0.9954855,0.00001987467,0.00006146966,0.0004946471,0.00006413602,0.00249644,0.0004095354,0.00003518298,0.0004717416,0.000008868476],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977124,0.0002291229,0.0002817647,0.00005248656,0.00003426112,0.00002607313,0.0006391672,0.000013507,0.001011163],"genre_scores_gemma":[0.99805,0.00006383505,0.0003663081,0.00002103662,0.0000359027,0.00001658057,0.001267721,0.000003201831,0.0001753818],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002971117,"threshold_uncertainty_score":0.009939373,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01092999457111641,"score_gpt":0.253833254577504,"score_spread":0.2429032600063876,"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."}}