{"id":"W2997404204","doi":"10.46387/bjesr.629166","title":"AKCİĞER KANSERİ TANISI İÇİN YENİ BİR YÖNTEM","year":2019,"lang":"tr","type":"article","venue":"Mühendislik Bilimleri ve Araştırmaları Dergisi","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Intertek (Canada)","funders":"","keywords":"Physics; Medicine; Gynecology","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":[0.0008173555,0.001936164,0.001467663,0.001260413,0.001398388,0.004551712,0.001314668,0.002698584,0.01970884],"category_scores_gemma":[0.002772587,0.0008312874,0.001131888,0.0009673112,0.001189343,0.003921821,0.001754976,0.00212331,0.009957939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001042915,"about_ca_system_score_gemma":0.001292717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003871592,"about_ca_topic_score_gemma":0.002952345,"domain_scores_codex":[0.9987825,0.00009897271,0.00007608211,0.000274058,0.0005712442,0.0001972054],"domain_scores_gemma":[0.9979216,0.0003820464,0.0002110361,0.0002338504,0.00113744,0.0001140282],"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":[0.001466348,0.0003622027,0.01123989,0.002859539,0.0002639802,0.003188945,0.001906655,0.01656029,0.3584676,0.01619635,0.02554965,0.5619386],"study_design_scores_gemma":[0.0001386419,0.001777698,0.03397913,0.0009176842,0.0007093194,0.006990698,0.005413369,0.08521871,0.5000746,0.01769383,0.3463908,0.0006953459],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.300273,0.02192198,0.5129981,0.004196275,0.004478489,0.0005767454,0.001648919,0.0137015,0.140205],"genre_scores_gemma":[0.785185,0.01127803,0.08953871,0.001328559,0.0004323454,0.0002791421,0.001622965,0.001141668,0.1091935],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01970884,"threshold_uncertainty_score":0.06593263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0106669619237867,"score_gpt":0.2357125217056001,"score_spread":0.2250455597818134,"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."}}