{"id":"W2465406332","doi":"10.1097/ppo.0000000000000199","title":"Molecular Triage Trials in Colorectal Cancer","year":2016,"lang":"en","type":"review","venue":"The Cancer Journal","topic":"Colorectal Cancer Treatments and Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Peter's Hospital","funders":"","keywords":"Colorectal cancer; Medicine; Clinical trial; Oncology; Disease; Cancer; Triage; Targeted therapy; Clinical study design; Internal medicine; Bioinformatics; Intensive care medicine; Biology; Medical emergency","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":[0.002352627,0.0005151925,0.004337316,0.0002465865,0.0001760025,0.00006248225,0.0003248341,0.0002126761,0.001245269],"category_scores_gemma":[0.000488025,0.0002112785,0.001433159,0.0003840974,0.0001286591,0.00005033805,0.00009628229,0.0009105282,0.00002149243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00204657,"about_ca_system_score_gemma":0.002054841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001562206,"about_ca_topic_score_gemma":0.000186568,"domain_scores_codex":[0.996344,0.0009440559,0.001416005,0.0003561531,0.0004403678,0.0004993617],"domain_scores_gemma":[0.9977256,0.0006817468,0.001044464,0.0002498245,0.0001256487,0.000172708],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004457982,0.00005169219,0.00006710087,0.001049619,0.001969774,0.000385534,0.0001267517,9.368169e-7,0.00001269511,0.00002095155,0.004058437,0.9918107],"study_design_scores_gemma":[0.002935239,0.000241426,0.000139854,0.02634141,0.003763442,0.0004331069,0.00002704097,5.134258e-7,0.00003551093,0.0001348418,0.9656867,0.000260869],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006206044,0.9932949,0.000006849075,0.00157339,0.001426632,0.00156868,0.0001726436,0.00001744195,0.001318887],"genre_scores_gemma":[0.0002937164,0.9955768,0.000008326087,0.0002009205,0.002109364,0.001136988,0.000005567929,0.00007078789,0.0005975033],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9915498,"threshold_uncertainty_score":0.9996677,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.123049092671631,"score_gpt":0.4546280227033273,"score_spread":0.3315789300316963,"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."}}