{"id":"W2127800783","doi":"10.1017/s026646230707016x","title":"United Kingdom cervical cancer screening and the costs of time and travel","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":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Colposcopy; Cervical cancer; Attendance; Cervical screening; Papanicolaou stain; Demography; Travel time; Cervical cancer screening; Family medicine; Cancer","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":[0.0002676216,0.0001795157,0.0001495883,0.0005751119,0.0001797265,0.0007043566,0.0001598232,0.0002103415,0.005360819],"category_scores_gemma":[0.003505165,0.0001183399,0.0002545641,0.001014581,0.0001285968,0.0004005908,0.0004189139,0.000230197,0.0003695847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002190515,"about_ca_system_score_gemma":0.0006515784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08283272,"about_ca_topic_score_gemma":0.08766241,"domain_scores_codex":[0.9994968,0.0002259086,0.00004349288,0.00003987958,0.0001239127,0.00006993293],"domain_scores_gemma":[0.9987703,0.0002574299,0.000608608,0.00003498161,0.000227102,0.0001015532],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006967403,0.00007295299,0.8823736,0.0006580789,0.0005542653,0.0006221683,0.0007145426,0.01110364,0.0004817906,0.003835197,0.01078771,0.08809939],"study_design_scores_gemma":[0.00006995116,0.0002705385,0.9704204,0.0002894019,0.0001757655,0.0009501557,0.0008964407,0.004723161,0.0002206095,0.000654058,0.02130502,0.0000245253],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9686043,0.008308742,0.0007359028,0.001559344,0.0001002142,0.00005126885,0.005041697,0.00001428913,0.01558431],"genre_scores_gemma":[0.9949615,0.001424578,0.0003189073,0.00007729016,0.00001930547,0.00003957015,0.0009445171,0.000003218667,0.002211122],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08283272,"threshold_uncertainty_score":0.1647012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03446312475795139,"score_gpt":0.447343854392751,"score_spread":0.4128807296347996,"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."}}