{"id":"W4238913693","doi":"10.1111/j.1572-0241.2003.08431.x","title":"THE COST-EFFECTIVENESS OF ALTERNATIVE STRATEGIES TO MANAGE PATIENTS WITH UNINVESTIGATED DYSPEPSIA: COMPARING THE CANDYS APPROACH TO ANTISECRETORY THERAPY AND PROMPT ENDOSCOPY","year":2003,"lang":"en","type":"article","venue":"The American Journal of Gastroenterology","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; McGill University; Mantech (Canada); Guelph General Hospital; Université de Montréal; University of Alberta; Dalhousie University","funders":"","keywords":"Medicine; Endoscopy; General surgery; Internal medicine; Gastroenterology; Intensive care medicine","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":[0.002675629,0.001216931,0.002732016,0.001086602,0.0005007161,0.001598432,0.001014074,0.002896542,0.006772692],"category_scores_gemma":[0.009473244,0.0005626034,0.004003095,0.001070044,0.0009746496,0.002400445,0.001043885,0.00305547,0.0002514974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002778348,"about_ca_system_score_gemma":0.002345594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004519198,"about_ca_topic_score_gemma":0.007149993,"domain_scores_codex":[0.9980721,0.00118933,0.0001819061,0.0001744259,0.0001899748,0.0001921417],"domain_scores_gemma":[0.9942915,0.00356126,0.0009270586,0.0001563011,0.0001465907,0.0009172136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.8128666,0.0100673,0.02230376,0.00219188,0.005421523,0.000267104,0.0002413958,0.007195587,0.000669639,0.00147941,0.001927121,0.1353686],"study_design_scores_gemma":[0.4710583,0.3418426,0.1267062,0.001434753,0.01936861,0.0008219876,0.001839617,0.02829381,0.001428843,0.004115358,0.002767754,0.0003221633],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9779593,0.01415639,0.0004227147,0.002870748,0.0006095852,0.0003657377,0.0005018092,0.00002957742,0.003084189],"genre_scores_gemma":[0.9949434,0.002914401,0.0006872989,0.0005123412,0.0002611991,0.0001194768,0.0002848513,0.000005171411,0.0002718508],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006772692,"threshold_uncertainty_score":0.02265692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02270901421125855,"score_gpt":0.2699872384764119,"score_spread":0.2472782242651533,"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."}}