{"id":"W2732410889","doi":"","title":"Lumbal Disk Herniasyonunda Farklı Tedavi Yöntemlerinin Karşılaştırılması","year":2015,"lang":"tr","type":"dissertation","venue":"Hacettepe University Institutional Repository (hacettepe.edu.tr)","topic":"Spine and Intervertebral Disc Pathology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Gynecology; Medicine","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","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0009024727,0.002448609,0.002900405,0.001728452,0.002829003,0.0003635871,0.002160281,0.003080308,0.001554746],"category_scores_gemma":[0.0008179201,0.002775909,0.001906236,0.001639432,0.002105082,0.001731496,0.0007690817,0.00413178,0.003521383],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004783572,"about_ca_system_score_gemma":0.006028083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002450245,"about_ca_topic_score_gemma":0.0007639703,"domain_scores_codex":[0.9883294,0.000832613,0.002130995,0.003321163,0.003092521,0.002293369],"domain_scores_gemma":[0.9914585,0.0001122138,0.001760582,0.001948292,0.00277706,0.001943377],"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":[0.01041299,0.009599467,0.05499611,0.004619159,0.0107507,0.0563251,0.01100415,0.001775178,0.1139818,0.03331685,0.6837831,0.009435479],"study_design_scores_gemma":[0.02047252,0.004485548,0.2197713,0.006062586,0.007356388,0.006895231,0.0239012,0.002456206,0.006882311,0.0002796374,0.6947411,0.006695908],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7420211,0.003192013,0.0006103567,0.002049949,0.01041452,0.002063425,0.0008359559,0.000694369,0.2381183],"genre_scores_gemma":[0.7608438,0.0005372398,0.001048664,0.00198702,0.003568363,0.00004734788,0.006565678,0.0002691904,0.2251328],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1647752,"threshold_uncertainty_score":0.9996068,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0211172884220383,"score_gpt":0.2643129818484681,"score_spread":0.2431956934264298,"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."}}