{"id":"W2108047414","doi":"10.5306/wjco.v2.i3.135","title":"Targeting metastatic upper gastrointestinal adenocarcinomas","year":2011,"lang":"en","type":"article","venue":"World Journal of Clinical Oncology","topic":"Gastrointestinal Tumor Research and Treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Cancer; Oncology; Internal medicine; Pancreas; Adenocarcinoma; Clinical trial; Esophagus; GiST; Gastrointestinal cancer; Colorectal cancer; Stromal cell","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002913211,0.0001847249,0.001179002,0.0003118051,0.00005267954,0.000008556474,0.0002067866,0.00003241143,0.001626853],"category_scores_gemma":[0.005104435,0.0001241711,0.0005747281,0.0002378049,0.000319506,0.00009935416,0.00007785226,0.001285221,0.0001579613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001329779,"about_ca_system_score_gemma":0.001094054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002202972,"about_ca_topic_score_gemma":0.00001564464,"domain_scores_codex":[0.9962987,0.0004980952,0.002030469,0.0002177019,0.0004549899,0.0005000858],"domain_scores_gemma":[0.9958572,0.001383316,0.001028736,0.0001932614,0.0006099584,0.0009275313],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005239801,0.002834531,0.9427061,0.0000379942,0.0002886893,0.02398793,0.0000672348,0.000002023477,0.000248877,0.000604678,0.005223268,0.01875887],"study_design_scores_gemma":[0.01015373,0.04173576,0.8821172,0.000522867,0.0007337452,0.0439858,0.0003501485,0.0001133622,0.0001936071,0.00166091,0.01827643,0.0001564865],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9295567,0.00148034,0.003018151,0.007529836,0.000891578,0.0005995557,0.000004934651,0.00004775817,0.05687111],"genre_scores_gemma":[0.7888025,0.00004448105,0.2087716,0.0005551567,0.00054146,0.00000355926,0.000002110408,0.00002051333,0.00125866],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2057534,"threshold_uncertainty_score":0.9992858,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2088890004925212,"score_gpt":0.4487640923361361,"score_spread":0.2398750918436149,"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."}}