{"id":"W1820155016","doi":"10.1503/cmaj.121505","title":"Recommendations on screening for cervical cancer","year":2013,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":244,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Western University","funders":"Canadian Institutes of Health Research","keywords":"Cervical cancer; Medicine; Cervical cancer screening; Cancer; Family medicine; Gynecology; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.01175076,0.001633221,0.002051016,0.004207531,0.002216609,0.002609923,0.009390945,0.0329018,0.09415803],"category_scores_gemma":[0.06813975,0.001058547,0.005141989,0.002770497,0.00170165,0.005067001,0.003030305,0.02303858,0.05270067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005097066,"about_ca_system_score_gemma":0.02289526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07871445,"about_ca_topic_score_gemma":0.1250864,"domain_scores_codex":[0.9895111,0.00371262,0.001298415,0.0005403383,0.003892724,0.001044775],"domain_scores_gemma":[0.95219,0.0130302,0.002088624,0.001141505,0.02551174,0.006038088],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001560267,0.00002648239,0.00005851214,0.0003348249,0.000008557394,0.00002500991,0.00002022799,0.00002145606,0.00002301893,0.0005461067,0.9859168,0.01300339],"study_design_scores_gemma":[0.0001502592,0.00004447797,0.00130429,0.006157084,0.00007959967,0.0001030184,0.0001188976,0.00005862587,0.00005275989,0.003061311,0.9888294,0.00004008692],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0001794523,0.02441619,0.0009832138,0.8110602,0.09665455,0.0009176983,0.006247941,0.00045923,0.05908142],"genre_scores_gemma":[0.001327814,0.03158832,0.006477397,0.8589195,0.03302599,0.001852415,0.005881261,0.000175151,0.06075214],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.09415803,"threshold_uncertainty_score":0.31499,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04649300961333502,"score_gpt":0.3588724007366831,"score_spread":0.3123793911233481,"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."}}