{"id":"W2090400964","doi":"10.3402/ijch.v63i0.17901","title":"Human papillomavirus and cervical dysplasia in Nunavut: prelude to a screening strategy","year":2004,"lang":"en","type":"article","venue":"International Journal of Circumpolar Health","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Canada; McGill University; Queen's University; Government of Nunavut","funders":"","keywords":"Human papillomavirus; Dysplasia; Medicine; Cytology; Pap test; Gynecology; Cervical cancer; Cervical intraepithelial neoplasia; Squamous intraepithelial lesion; Papillomaviridae; Obstetrics; Cervical cancer screening; Internal medicine; Pathology; Cancer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0007917216,0.000178652,0.0001172339,0.0004049076,0.002011665,0.0006038835,0.0005587741,0.0004586308,0.001240863],"category_scores_gemma":[0.003259331,0.0002022519,0.00009816987,0.0003959211,0.0004120356,0.0004727864,0.0006947228,0.0005741261,0.0001366896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003727585,"about_ca_system_score_gemma":0.00897781,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6991369,"about_ca_topic_score_gemma":0.8069524,"domain_scores_codex":[0.9996469,0.00009581007,0.00002195344,0.00004501547,0.00007711333,0.0001132821],"domain_scores_gemma":[0.9992435,0.0001065993,0.00008904345,0.00002560575,0.0002726138,0.0002625484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004611023,0.0001241919,0.9870738,0.00003840757,0.000007754943,0.0006207885,0.001808501,0.0001055777,0.0004172887,0.0002243694,0.0004345933,0.009098778],"study_design_scores_gemma":[0.00001020955,0.0002506686,0.982156,0.0002882595,0.0000250972,0.0008675872,0.01011078,0.000375979,0.0004309571,0.0002168911,0.005249954,0.00001774528],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892672,0.002234025,0.0002305889,0.002139515,0.00005294963,0.0001151447,0.0003346149,0.000009929186,0.005615995],"genre_scores_gemma":[0.9959297,0.001153218,0.0006478372,0.0003585975,0.00001639548,0.0000472907,0.000193054,0.000003219443,0.001650784],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3008631,"threshold_uncertainty_score":0.60527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04761273431834746,"score_gpt":0.4147270472547963,"score_spread":0.3671143129364488,"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."}}