{"id":"W4243368093","doi":"10.1002/9780471420194.tnmc77","title":"Gastrointestinal Tumours","year":2017,"lang":"en","type":"other","venue":"TNM Online","topic":"Pediatric Hepatobiliary Diseases and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Medicine","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":[0.00001898373,0.0002503839,0.0004047501,0.0001272949,0.0000339308,0.00001054854,0.0001219171,0.00006977366,0.01164366],"category_scores_gemma":[0.0001181086,0.0001987627,0.0001634727,0.00003245329,0.00005905419,0.00001301888,0.00004550121,0.0001729992,0.000663123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004553672,"about_ca_system_score_gemma":0.0002666837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003031628,"about_ca_topic_score_gemma":0.0001158789,"domain_scores_codex":[0.9991351,0.00000992132,0.0001157521,0.000288948,0.0002015888,0.0002487424],"domain_scores_gemma":[0.9988733,0.00001370035,0.0001771616,0.0006206083,0.00002582661,0.0002894031],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003464195,0.000549209,0.04484978,0.0001138144,0.00005743506,0.00186944,8.256898e-7,1.043727e-8,0.000001051067,0.000003064424,0.948709,0.003811768],"study_design_scores_gemma":[0.001353645,0.0002595613,0.03015091,0.001215377,0.0005704003,0.0005492902,0.000002390704,0.00001774658,5.208324e-7,0.00001305607,0.9656897,0.0001773668],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001431143,0.002173828,0.0000185877,0.0003711636,0.0002272863,0.000536408,0.01212704,0.000436471,0.9826781],"genre_scores_gemma":[0.0008556564,0.0003905227,0.004370024,0.0001534305,0.002038377,0.00001417563,0.005938173,0.0003154562,0.9859242],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01698077,"threshold_uncertainty_score":0.9892598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02249319234839948,"score_gpt":0.3190363175515067,"score_spread":0.2965431252031073,"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."}}