{"id":"W2142785297","doi":"10.3747/co.21.2056","title":"Screening Histories and Contact with Physicians as Determinants of Cervical Cancer Risk in Montreal, Quebec","year":2014,"lang":"en","type":"article","venue":"Current Oncology","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; Institut National de Santé Publique du Québec; Centre Hospitalier de l’Université de Montréal; McGill University","funders":"Institute of Chemistry, Chinese Academy of Sciences","keywords":"Medicine; Family medicine; Cervical cancer; Population; Cervical screening; Medical record; Demography; Gynecology; Cancer; Environmental health; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0004752013,0.0002889977,0.0001965408,0.001091942,0.001858773,0.001014769,0.001284781,0.0005145792,0.004938817],"category_scores_gemma":[0.003126798,0.0002245668,0.0003024311,0.002020917,0.0006255503,0.0003247233,0.0006075719,0.0005768446,0.0001959026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02179273,"about_ca_system_score_gemma":0.01440429,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9928393,"about_ca_topic_score_gemma":0.9942775,"domain_scores_codex":[0.9993892,0.00009818533,0.00002606535,0.0000932219,0.0001745222,0.0002188035],"domain_scores_gemma":[0.9972807,0.0003055053,0.0006929877,0.00005545998,0.000839657,0.0008256782],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003177218,0.00002574248,0.9946696,0.00002116673,0.00002949021,0.0001273007,0.0004458009,0.0001256323,0.0001324716,0.0000576758,0.001251843,0.003081453],"study_design_scores_gemma":[0.000003829001,0.00001826735,0.9984483,0.00002707661,0.00001473715,0.00005089501,0.0004426431,0.0002881684,0.00002726798,0.000009662216,0.0006637165,0.000005549719],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892073,0.001782639,0.0001469098,0.001310016,0.00002576625,0.00006342032,0.002935071,0.00003085046,0.004497895],"genre_scores_gemma":[0.9983803,0.0003124206,0.00007505355,0.00007443384,0.000007273673,0.00001021627,0.0004567329,0.00000345954,0.0006801994],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02179273,"threshold_uncertainty_score":0.1581181,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0589143731105327,"score_gpt":0.4127023118349417,"score_spread":0.353787938724409,"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."}}