{"id":"W4255757972","doi":"10.1556/650.2015.36m","title":"Miscellanea","year":2015,"lang":"hu","type":"article","venue":"Orvosi Hetilap","topic":"Cerebrovascular and Carotid Artery Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002947653,0.0003569333,0.0005151016,0.0001002229,0.00008707937,0.00008370244,0.0002122013,0.0001800968,0.004450592],"category_scores_gemma":[0.0001475201,0.0003262655,0.0004046125,0.0001916461,0.0001687763,0.00006821389,0.0001042763,0.0002697408,0.01163362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001494203,"about_ca_system_score_gemma":0.0004868063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001455634,"about_ca_topic_score_gemma":0.0000288839,"domain_scores_codex":[0.9976578,0.0001261477,0.0003602171,0.0005188321,0.0007276578,0.0006092886],"domain_scores_gemma":[0.9975908,0.00003799107,0.00008335769,0.0008304745,0.0002094426,0.001247903],"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":[0.0004804234,0.00184187,0.1622619,0.0006883578,0.0008246974,0.0003384175,0.003288879,0.00004503629,0.0007118785,0.001006204,0.807925,0.02058737],"study_design_scores_gemma":[0.005800555,0.0008931306,0.02720143,0.000448694,0.001178745,0.000290402,0.003318259,0.0002161553,0.003453296,0.0001694266,0.9563172,0.0007126548],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.396891,0.01751247,0.00004450201,0.002814826,0.003722691,0.001105983,0.0001166392,0.0003090429,0.5774828],"genre_scores_gemma":[0.9557172,0.0004019623,0.0000640146,0.001245409,0.001577251,0.00002119756,0.0001196294,0.00007113616,0.04078218],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5588262,"threshold_uncertainty_score":0.9999189,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0623877647581936,"score_gpt":0.2813652523029438,"score_spread":0.2189774875447502,"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."}}