{"id":"W4242732821","doi":"10.15586/codon.glioblastoma.2017.cont","title":"Contributors","year":2017,"lang":"it","type":"book-chapter","venue":"Codon Publications eBooks","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Philosophy","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003695557,0.0008056743,0.001117243,0.0007003868,0.001138047,0.0005550427,0.0007703973,0.0008229355,0.003631575],"category_scores_gemma":[0.0004937976,0.0007441165,0.000641201,0.00002189025,0.0006334568,0.0001251577,0.0002709761,0.0006524031,0.004859912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004273104,"about_ca_system_score_gemma":0.0006890667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001063775,"about_ca_topic_score_gemma":0.0000417769,"domain_scores_codex":[0.9966841,0.00003808627,0.0008999953,0.001043137,0.0006443958,0.00069033],"domain_scores_gemma":[0.9930807,0.0002792516,0.001100958,0.003595256,0.001176845,0.0007670303],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003563588,0.0002765163,0.002188229,0.00007790488,0.001157676,0.0000920306,0.0001031714,1.781982e-7,0.0001350979,0.9202964,0.03187215,0.04376504],"study_design_scores_gemma":[0.002727561,0.0002448634,0.005816923,0.0006263955,0.001556667,0.00008982714,0.00001698269,0.00001799687,0.0006418371,0.004151621,0.9835199,0.0005894952],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002903985,0.001413472,0.00006388588,0.008261096,0.00093353,0.002169366,0.0008099959,0.0002653253,0.9857929],"genre_scores_gemma":[0.2382647,0.0004810227,0.0001387601,0.0005026281,0.0008159413,0.0005633906,0.00120436,0.0001584871,0.7578707],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9516477,"threshold_uncertainty_score":0.999501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04844284608562377,"score_gpt":0.2939598915111395,"score_spread":0.2455170454255157,"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."}}