{"id":"W4251130269","doi":"10.21203/rs.3.rs-886153/v1","title":"Heartburn As a Marker of the Success of Acid Suppression Therapy in Chronic Cough.","year":2021,"lang":"en","type":"preprint","venue":"Research Square","topic":"Respiratory and Cough-Related Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Heartburn; Chronic cough; Medicine; Internal medicine; Gastroenterology; Intensive care medicine; Reflux; Disease; Asthma","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":[0.003603956,0.0003111992,0.0005166799,0.001170241,0.0001260145,0.001079598,0.0002605295,0.000742481,0.003209751],"category_scores_gemma":[0.008560326,0.0001266377,0.0002302702,0.0007971309,0.0004026305,0.0004344644,0.0003793665,0.0006641109,0.0005389438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002610101,"about_ca_system_score_gemma":0.0004480541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007947201,"about_ca_topic_score_gemma":0.0005914154,"domain_scores_codex":[0.9988493,0.0007251226,0.00005656499,0.0000875901,0.0002175417,0.00006391487],"domain_scores_gemma":[0.9953489,0.003018139,0.0007987976,0.0002000042,0.0002791801,0.0003550455],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01699201,0.001118028,0.818808,0.0008995483,0.0006103197,0.0007850558,0.0006958055,0.0004713608,0.01207326,0.001835869,0.005869941,0.1398409],"study_design_scores_gemma":[0.0001464081,0.001767157,0.9897254,0.0001396154,0.0002682088,0.0007128073,0.0004987165,0.001349087,0.001728059,0.001257286,0.002389578,0.00001780463],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9585183,0.02669033,0.001420188,0.001547418,0.0005157242,0.00008110529,0.001587521,0.0000575712,0.009582015],"genre_scores_gemma":[0.9915373,0.004087937,0.001221377,0.0001047332,0.0003770731,0.00003808819,0.0006026737,0.00001421923,0.002016585],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003603956,"threshold_uncertainty_score":0.01905972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07390336997627582,"score_gpt":0.438983683692928,"score_spread":0.3650803137166521,"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."}}