{"id":"W4388636592","doi":"10.1111/nmo.14706","title":"Response to Marabotto et al.","year":2023,"lang":"en","type":"letter","venue":"Neurogastroenterology & Motility","topic":"Gastroesophageal reflux and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Reflux; Value (mathematics); Medicine; Gastroenterology; Internal medicine; Disease; Mathematics; Statistics","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":[0.002082579,0.001162278,0.001741457,0.001214927,0.003448827,0.003357718,0.002227915,0.0519767,0.007795747],"category_scores_gemma":[0.01827819,0.0006832813,0.001663208,0.0010169,0.0025537,0.004154718,0.001076644,0.03707302,0.00946606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004344364,"about_ca_system_score_gemma":0.003262784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006795607,"about_ca_topic_score_gemma":0.01113048,"domain_scores_codex":[0.9979126,0.0004791844,0.0002814571,0.0003779748,0.0005973398,0.0003514685],"domain_scores_gemma":[0.995142,0.001838289,0.0003103781,0.0001636004,0.001362653,0.001183086],"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":[0.0001164701,0.00007534895,0.001059049,0.00006946643,0.00002307384,0.008541829,0.00008065267,0.0001213697,0.0001795897,0.00100118,0.9824285,0.006303485],"study_design_scores_gemma":[0.0004093944,0.000294765,0.003982666,0.0007249063,0.00009704089,0.02370582,0.0008070181,0.001463894,0.0004773046,0.01116422,0.9566845,0.0001884469],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.000559867,0.001078943,0.00008584172,0.9761025,0.01910129,0.00002880415,0.0001022162,0.00005489507,0.002885609],"genre_scores_gemma":[0.00391825,0.001093585,0.0002674282,0.9521416,0.03663941,0.00004774864,0.00009516539,0.00003259983,0.00576418],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0519767,"threshold_uncertainty_score":0.03152066,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02828613800585788,"score_gpt":0.3215537393094811,"score_spread":0.2932676013036232,"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."}}