{"id":"W1569972570","doi":"10.3747/co.v12i4.75","title":"Surrogate Endpoints in Colorectal Cancer","year":2005,"lang":"en","type":"article","venue":"MDPI (MDPI AG)","topic":"Colorectal Cancer Treatments and Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Colorectal cancer; Surrogate endpoint; Cancer; Bioinformatics; Oncology; Internal medicine; Biology","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":[0.0001013963,0.0001957109,0.0003798001,0.0001083584,0.00007520199,0.00001434425,0.00006606688,0.00007109385,0.001053462],"category_scores_gemma":[0.00003664105,0.0001547185,0.00009758102,0.0002214274,0.00007384,0.00008007747,0.00005780182,0.0001717533,0.0001597035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005071395,"about_ca_system_score_gemma":0.0001128766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008997536,"about_ca_topic_score_gemma":0.01032596,"domain_scores_codex":[0.9988163,0.00002462057,0.0002425262,0.0003106339,0.0002252559,0.0003807349],"domain_scores_gemma":[0.9995987,0.00004629418,0.00005036463,0.0001339428,0.00005781745,0.0001129223],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002685654,0.001435238,0.6772547,0.0001349586,0.0005919599,0.0006345987,0.006993054,0.00009243723,0.009877672,0.0003247635,0.016802,0.2831729],"study_design_scores_gemma":[0.005766562,0.0006262452,0.871899,0.000186502,0.0001347403,0.00004291649,0.0003330945,0.0002558928,0.0202527,0.00008557839,0.1000859,0.000330872],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.961991,0.002881969,0.000001068113,0.00349744,0.0002635981,0.0003812232,0.0000273326,0.00006987499,0.03088652],"genre_scores_gemma":[0.9942071,0.0006311498,0.0001492633,0.000607181,0.0003419849,0.0001874734,0.00001382528,0.00002338246,0.003838586],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.282842,"threshold_uncertainty_score":0.9998597,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01792357172983516,"score_gpt":0.3067877216610558,"score_spread":0.2888641499312206,"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."}}