{"id":"W2942506659","doi":"10.1556/2065.180.2019.5.6","title":"Tumordiagnosztika vérből – a folyadékbiopszia","year":2019,"lang":"hu","type":"article","venue":"Magyar Tudomány","topic":"Nail Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kellogg's (Canada)","funders":"","keywords":"Chemistry","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":[],"consensus_categories":[],"category_scores_codex":[0.0006008127,0.000413229,0.0006677464,0.001089799,0.0007960508,0.001935623,0.0003780655,0.001128315,0.01496397],"category_scores_gemma":[0.001318686,0.0002072763,0.0006384575,0.00076745,0.0009938092,0.001063945,0.001271093,0.00176201,0.003292288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009639767,"about_ca_system_score_gemma":0.0012789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002259486,"about_ca_topic_score_gemma":0.003430248,"domain_scores_codex":[0.9994992,0.0001075219,0.00006534914,0.00008036302,0.0001624395,0.00008514814],"domain_scores_gemma":[0.9995602,0.0001029945,0.0001088697,0.00004124271,0.0001157757,0.00007082185],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001869514,0.0009459355,0.01567008,0.005227511,0.0003395641,0.01329784,0.001593263,0.0003849934,0.0672197,0.01308661,0.03439511,0.8459698],"study_design_scores_gemma":[0.0003356474,0.001624503,0.04172235,0.00351194,0.000574614,0.0849139,0.003260471,0.0005779246,0.03402536,0.01215568,0.817149,0.0001486009],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.2128402,0.5630403,0.01775627,0.03650316,0.006088654,0.0005647498,0.00110354,0.0009801104,0.161123],"genre_scores_gemma":[0.6853666,0.1921938,0.01195939,0.01016808,0.002255644,0.000219613,0.0008107001,0.0002130547,0.09681312],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01496397,"threshold_uncertainty_score":0.0500595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003423627591408966,"score_gpt":0.2305709242195706,"score_spread":0.2271472966281617,"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."}}