{"id":"W4247453697","doi":"10.1136/adc.86.suppl_1.a46","title":"Computer and information","year":2002,"lang":"en","type":"article","venue":"Archives of Disease in Childhood","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Medicine; Data science; Medical physics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009072091,0.001048452,0.001098696,0.003564331,0.0008090317,0.002714002,0.001203143,0.001133862,0.5925189],"category_scores_gemma":[0.008589123,0.0003183056,0.0003455808,0.003447144,0.0003480064,0.004083838,0.00246577,0.00113748,0.5543586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006157858,"about_ca_system_score_gemma":0.0009955126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001953606,"about_ca_topic_score_gemma":0.001703755,"domain_scores_codex":[0.9989302,0.0002136622,0.0001188979,0.0002364631,0.0003979785,0.0001028578],"domain_scores_gemma":[0.9958609,0.001133497,0.0002392149,0.00108514,0.001113025,0.0005682025],"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":[0.0001343973,0.00006172359,0.0007856038,0.0001288843,0.000006242094,0.00007880553,0.00005559614,0.00006054377,0.0003726948,0.002117908,0.8357903,0.1604073],"study_design_scores_gemma":[0.0000428928,0.00003133989,0.001110338,0.00007478919,0.000006628833,0.0001888691,0.00004125401,0.0005284413,0.0004236538,0.002059767,0.9954728,0.00001911471],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003069317,0.001469443,0.01073592,0.004043367,0.0009580954,0.0009557063,0.06070688,0.03414384,0.8839173],"genre_scores_gemma":[0.02862498,0.002550816,0.01189505,0.005313851,0.001331089,0.001169794,0.07836187,0.004524597,0.866228],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4074811,"threshold_uncertainty_score":0.5812224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005375403551068789,"score_gpt":0.2154559732261059,"score_spread":0.2100805696750371,"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."}}