{"id":"W1986036529","doi":"10.1159/000325617","title":"Effects of Gel Lubricant on Cervical Cytology","year":2008,"lang":"en","type":"article","venue":"Acta Cytologica","topic":"Cancer and biochemical research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Cytology; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005796966,0.0001338075,0.0002262295,0.00003713646,0.00006232964,0.000002675658,0.0002969982,0.0002287796,0.00006161613],"category_scores_gemma":[0.0004071124,0.00009974254,0.0001179338,0.0001109416,0.0003031096,0.000001202923,0.0001759513,0.000148701,0.00001954737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001502947,"about_ca_system_score_gemma":0.00007101372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002546221,"about_ca_topic_score_gemma":0.000004287777,"domain_scores_codex":[0.9989157,0.00006910996,0.0001674483,0.0003486846,0.0001803372,0.0003187227],"domain_scores_gemma":[0.9993749,0.0001086919,0.00005345224,0.0002889091,0.00006477164,0.0001092651],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005180062,0.0002012062,0.001989308,0.00003058905,0.00003302051,0.00004775576,0.00001240314,5.429635e-7,0.9877591,0.00009968932,0.00780732,0.001501131],"study_design_scores_gemma":[0.0005353927,0.001124311,0.03745355,0.000007183879,0.000007948267,0.00007013527,0.000005734019,0.000003877692,0.94077,0.00006456761,0.01983195,0.0001253296],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994601,0.0003273238,0.00004127574,0.0004822901,0.00006167734,0.0001558816,0.00001078273,0.00001273893,0.004307072],"genre_scores_gemma":[0.9980159,0.0007877605,0.0001305606,0.0005953548,0.0001262067,0.00002749839,0.00003378327,0.00001003294,0.0002728729],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04698901,"threshold_uncertainty_score":0.4067383,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01510098711292368,"score_gpt":0.271599346042701,"score_spread":0.2564983589297773,"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."}}