{"id":"W2580364741","doi":"","title":"بررسی میزان تطابق نتایج حاصله از ارزیابی تست پاپ اسمیر با نتایج پاتولوژی نمونههای ارسالشده به بخش پاتولوژی بیمارستان شهید صدوقی یزد در سال 1393-1390","year":2016,"lang":"fa","type":"article","venue":"","topic":"Medical and Biological Sciences","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002073798,0.0008434436,0.0004531807,0.001681624,0.003118886,0.007414266,0.0008572776,0.002367487,0.1623599],"category_scores_gemma":[0.005704709,0.0007492343,0.0005699975,0.00190627,0.002988271,0.003254017,0.002527045,0.003303887,0.1134455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003818631,"about_ca_system_score_gemma":0.008042883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008656417,"about_ca_topic_score_gemma":0.009986025,"domain_scores_codex":[0.9967688,0.0004214673,0.0002650534,0.0003295118,0.001902084,0.0003130293],"domain_scores_gemma":[0.9958358,0.0006339334,0.0003600589,0.0002777529,0.002565383,0.000327072],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001305637,0.0003580907,0.004322481,0.002956104,0.00009982776,0.003762127,0.01661389,0.0009274455,0.09597938,0.2350747,0.2493826,0.3892178],"study_design_scores_gemma":[0.00003108139,0.000082663,0.005656926,0.0005266481,0.00002844691,0.0008641443,0.008398474,0.0002399596,0.01920592,0.01122465,0.953662,0.00007907273],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03052581,0.007435099,0.01510855,0.01064124,0.004995513,0.0004552822,0.001206242,0.0007906485,0.9288417],"genre_scores_gemma":[0.1353516,0.01165547,0.02128671,0.003187323,0.0008776974,0.0007231277,0.00167055,0.00144823,0.8237994],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1623599,"threshold_uncertainty_score":0.543148,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05237651292691387,"score_gpt":0.2975845779671418,"score_spread":0.245208065040228,"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."}}