{"id":"W652114651","doi":"10.26503/dl.v2005i1.155","title":"Neomancer: An Exercise in Interdisciplinary","year":2005,"lang":"en","type":"article","venue":"","topic":"Cancer survivorship and care","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004643403,0.0007945358,0.0003793759,0.000999285,0.00336269,0.003736304,0.001636703,0.001448537,0.006827281],"category_scores_gemma":[0.005831255,0.0003463875,0.0005240938,0.0005826917,0.003376325,0.00287671,0.01297208,0.002611993,0.002174404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008950671,"about_ca_system_score_gemma":0.001683924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003811673,"about_ca_topic_score_gemma":0.002712752,"domain_scores_codex":[0.997017,0.001775986,0.00008929576,0.0003091625,0.0004631947,0.0003453701],"domain_scores_gemma":[0.9965648,0.0008506565,0.0001566898,0.0003267257,0.0001882695,0.001912802],"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":[0.0007292709,0.00536308,0.01130373,0.001042783,0.00007184996,0.002435401,0.1202883,0.001858709,0.01169558,0.1084342,0.2011304,0.5356466],"study_design_scores_gemma":[0.00007928043,0.0005034113,0.00553389,0.0003907077,0.00001001341,0.002070184,0.03112269,0.001382317,0.001869954,0.03060789,0.9263812,0.00004844472],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.4449373,0.003450373,0.1491317,0.0320167,0.003642197,0.001836735,0.0004731759,0.002051516,0.3624603],"genre_scores_gemma":[0.5795649,0.003254666,0.2780178,0.007144522,0.0006813421,0.002239344,0.0007676284,0.0008063987,0.1275232],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.006827281,"threshold_uncertainty_score":0.02455699,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01514506532363059,"score_gpt":0.3176902255800985,"score_spread":0.3025451602564679,"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."}}