{"id":"W1462369749","doi":"10.12927/hcq.2013.23275","title":"Comparative Models of Cervical Cancer Screening in Manitoba","year":2013,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"CancerCare Manitoba; University of Manitoba; Manitoba Health; University of Winnipeg","funders":"","keywords":"Papanicolaou stain; Medicine; Cervical cancer; Triage; Cervical cancer screening; Colposcopy; Activity-based costing; Health care; Papanicolaou Test; Human papillomavirus; Pap test; Family medicine; Gynecology; Obstetrics; Cancer; Medical emergency; Internal medicine","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":[0.002743565,0.001193375,0.0008985834,0.001863797,0.001051641,0.002082221,0.00320261,0.001340393,0.009813699],"category_scores_gemma":[0.007230771,0.0007596344,0.00153073,0.002000206,0.0009555029,0.000912077,0.001520694,0.001139829,0.0004870723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02873776,"about_ca_system_score_gemma":0.009919845,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7122353,"about_ca_topic_score_gemma":0.5864086,"domain_scores_codex":[0.9987362,0.0008289298,0.00002102289,0.00009925375,0.00007517962,0.0002394555],"domain_scores_gemma":[0.9965261,0.00211289,0.0002718242,0.00009810424,0.0007158064,0.0002753202],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0006209677,0.0002280654,0.01371184,0.0001430845,0.0002544016,0.000210041,0.0001624435,0.9580872,0.0002344989,0.02054935,0.001877244,0.003920909],"study_design_scores_gemma":[0.0005485999,0.0005269141,0.01907344,0.0001425971,0.0003839364,0.0000737508,0.0008302467,0.9654633,0.0001540951,0.008332215,0.004387303,0.00008371322],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9384509,0.002677747,0.009106491,0.002616481,0.0001278828,0.0005363589,0.004790958,0.0001562009,0.04153695],"genre_scores_gemma":[0.982777,0.001283998,0.003341881,0.0002351429,0.00001966967,0.0002748391,0.001294764,0.00002534738,0.01074732],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2877647,"threshold_uncertainty_score":0.5789187,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1301648086577298,"score_gpt":0.4062882504506254,"score_spread":0.2761234417928956,"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."}}