{"id":"W2076509750","doi":"10.1017/s0266462307070171","title":"Patient assessment of tests to detect cervical cancer","year":2007,"lang":"en","type":"article","venue":"International Journal of Technology Assessment in Health Care","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"National Cancer Institute","keywords":"Medicine; Cervical cancer; Test (biology); Affect (linguistics); Papanicolaou stain; Pap test; Dysplasia; Cluster (spacecraft); Anxiety; Physical therapy; Colposcopy; Conjoint analysis; Clinical psychology; Preference; Cancer; Cervical cancer screening; Gynecology; Internal medicine; Psychiatry; Psychology","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.003271365,0.0002321091,0.0002973083,0.0006635867,0.0003364463,0.0006601152,0.0002289059,0.0003896441,0.002774311],"category_scores_gemma":[0.01571959,0.00007757531,0.0002996092,0.0004144048,0.0002008084,0.0003390493,0.0005283303,0.0004978274,0.0003368178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002761845,"about_ca_system_score_gemma":0.0004867518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006002508,"about_ca_topic_score_gemma":0.0006607736,"domain_scores_codex":[0.9971112,0.001863215,0.0002120472,0.0001024091,0.0005850669,0.0001260724],"domain_scores_gemma":[0.9949463,0.002600132,0.001208776,0.0001132778,0.0008018314,0.0003298136],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001606105,0.001164352,0.7929711,0.0007493488,0.000208873,0.0002798719,0.003497839,0.0009889476,0.003077682,0.0002792247,0.002129955,0.1930467],"study_design_scores_gemma":[0.0002113158,0.007659607,0.9622223,0.0005226358,0.0002396194,0.003154823,0.007357725,0.004718508,0.003665146,0.001108009,0.009048284,0.00009197713],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988477,0.001024857,0.00190609,0.0008103789,0.0000208991,0.0002988288,0.0003166771,0.00002502084,0.007120315],"genre_scores_gemma":[0.9965229,0.0003632625,0.002471012,0.0001643375,0.00001698553,0.00008843777,0.000104852,0.000001792231,0.0002664545],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9967287,"threshold_uncertainty_score":0.01730084,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02497896972665871,"score_gpt":0.4864629474037734,"score_spread":0.4614839776771147,"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."}}