{"id":"W4237489013","doi":"10.29309/tpmj/2012.19.06.2451","title":"CERVICAL SMEAR","year":2012,"lang":"en","type":"article","venue":"The Professional Medical Journal","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Gynecology; Pap smears; Obstetrics; Cervical cancer; Internal 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009899394,0.0002660347,0.000390645,0.002280644,0.0004705173,0.000654989,0.0005433713,0.0005353341,0.01915444],"category_scores_gemma":[0.003319186,0.0001411725,0.0002381014,0.001308601,0.0001915615,0.000444865,0.0003928774,0.000288432,0.007353657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005146523,"about_ca_system_score_gemma":0.001124987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002975635,"about_ca_topic_score_gemma":0.00402983,"domain_scores_codex":[0.9990681,0.0001501904,0.0001062626,0.0001161209,0.000480955,0.00007844235],"domain_scores_gemma":[0.998287,0.0002193231,0.0002617534,0.00008206563,0.001078811,0.00007095094],"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":[0.0005507835,0.0001724457,0.2954998,0.004973205,0.00009203314,0.00613599,0.0006969917,0.0001417599,0.009448198,0.001393793,0.1209432,0.5599517],"study_design_scores_gemma":[0.00008055127,0.0006804384,0.3137959,0.003326711,0.0002393015,0.04429963,0.002220864,0.0002799868,0.007125217,0.0006503281,0.6272515,0.00004955252],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3490288,0.1827889,0.01192642,0.01212828,0.004559454,0.005156732,0.0522377,0.002084033,0.3800897],"genre_scores_gemma":[0.7467965,0.07561058,0.02044858,0.007624943,0.001730131,0.001681087,0.02714516,0.0003139992,0.1186491],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01915444,"threshold_uncertainty_score":0.06407797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.051477073193167,"score_gpt":0.423752932167611,"score_spread":0.3722758589744439,"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."}}