{"id":"W2001744792","doi":"10.1245/s10434-013-3103-6","title":"Cost-Effectiveness of Minimally Invasive Versus Open Esophagectomy for Esophageal Cancer","year":2013,"lang":"en","type":"article","venue":"Annals of Surgical Oncology","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Medicine; Esophagectomy; Esophageal cancer; Confidence interval; Quality-adjusted life year; Cost effectiveness; Randomized controlled trial; Surgery; Cancer; Internal medicine; Risk analysis (engineering)","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":[0.0008521504,0.0004818364,0.0009673979,0.0005833302,0.0002063835,0.0007806516,0.0004719975,0.0006667258,0.004573026],"category_scores_gemma":[0.004705279,0.0002224089,0.003018027,0.0004402792,0.0003899461,0.0009406937,0.0005670889,0.0006633963,0.0001509165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001301306,"about_ca_system_score_gemma":0.0006401605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002577495,"about_ca_topic_score_gemma":0.004640361,"domain_scores_codex":[0.9992506,0.0004544877,0.00006192747,0.00005321138,0.00008046511,0.00009928366],"domain_scores_gemma":[0.998287,0.00122298,0.0002005546,0.00004408752,0.00004421666,0.0002010682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.3115792,0.005448139,0.1470909,0.003421953,0.007423286,0.0009921897,0.0003125862,0.06216808,0.00487209,0.003996725,0.002566033,0.4501287],"study_design_scores_gemma":[0.02735987,0.1122942,0.7150238,0.001327493,0.02036209,0.004435802,0.002532919,0.09515881,0.005124186,0.01020446,0.005825408,0.0003509109],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9860803,0.008991545,0.0005773719,0.000895775,0.0001771689,0.0000753092,0.0004210882,0.00001755863,0.002763874],"genre_scores_gemma":[0.9987464,0.0006176705,0.0002056873,0.00008121948,0.00004332734,0.00001551988,0.000115805,0.000001866489,0.0001725002],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004573026,"threshold_uncertainty_score":0.01529825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2213698713463017,"score_gpt":0.4906737030089044,"score_spread":0.2693038316626027,"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."}}