{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001072741,0.0002348949,0.0002750831,0.0003447681,0.0001895265,0.0005029229,0.0001632502,0.0003402123,0.00102199],"category_scores_gemma":[0.01261826,0.0001329998,0.0002302291,0.0002594737,0.0002924666,0.0001568734,0.0003225792,0.0001880782,0.0001383758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003207597,"about_ca_system_score_gemma":0.0002465989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001325452,"about_ca_topic_score_gemma":0.001145702,"domain_scores_codex":[0.9984565,0.0008022527,0.0001276738,0.00008949558,0.0004066747,0.0001173126],"domain_scores_gemma":[0.9944318,0.003546672,0.001282238,0.0001623223,0.0003451982,0.0002317801],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01222557,0.0002914591,0.8939841,0.0005124715,0.0004831276,0.001849658,0.0005728803,0.0003420131,0.03542458,0.00007506026,0.0002405365,0.05399847],"study_design_scores_gemma":[0.0001772368,0.01309458,0.9470227,0.0001511995,0.0006228084,0.007341297,0.0005617131,0.001291188,0.02725421,0.00006511355,0.00239928,0.00001856663],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961384,0.003343908,0.00007876367,0.00006129677,0.00001130245,0.00000686197,0.00002791681,0.000005403412,0.0003262087],"genre_scores_gemma":[0.9994122,0.0003493391,0.0001096026,0.0000262109,0.000007560851,0.000002415634,0.00002019791,0.000002111504,0.00007058677],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001325452,"threshold_uncertainty_score":0.00567323,"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."}}