{"id":"W2018916171","doi":"10.1002/jso.22139","title":"The quality of life trajectory of resected gastric cancer","year":2011,"lang":"en","type":"article","venue":"Journal of Surgical Oncology","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Health Research Board; Alberta Cancer Board","keywords":"Medicine; Gastrectomy; Quality of life (healthcare); Cancer; Surgery; Internal medicine; Disease; Gastroenterology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001244598,0.00007505811,0.0006607918,0.0001395203,0.00002481036,0.000001564415,0.0001583156,0.00008059372,0.0006315699],"category_scores_gemma":[0.0002265357,0.00004174732,0.0002615617,0.0002850263,0.0002066082,0.00003723729,0.00003670124,0.0002801829,0.000001132344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001093716,"about_ca_system_score_gemma":0.0004911967,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002264962,"about_ca_topic_score_gemma":0.00008546437,"domain_scores_codex":[0.9982301,0.0002076961,0.0009769248,0.00006821673,0.000351635,0.0001654503],"domain_scores_gemma":[0.9977623,0.0006086926,0.0009983599,0.0001309816,0.0003660576,0.0001336379],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02876188,0.001791326,0.7801358,0.0004719533,0.001800703,0.0005766545,0.001211541,0.00001970871,0.003338788,0.002698237,0.02598626,0.1532072],"study_design_scores_gemma":[0.005979424,0.00283206,0.8529654,0.00006360445,0.0002449876,0.00010619,0.00048439,0.000005416012,0.0004766157,0.0001316833,0.1366532,0.00005713412],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9770996,0.002606987,0.00003496759,0.002191806,0.0005602241,0.0001223424,0.000002665725,0.000004384738,0.01737704],"genre_scores_gemma":[0.9939094,0.004908984,0.0002997097,0.00011174,0.0002557902,0.000002282119,3.040094e-7,0.000006042047,0.0005057662],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1531501,"threshold_uncertainty_score":0.6915248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1086006900580227,"score_gpt":0.3823978333439583,"score_spread":0.2737971432859355,"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."}}