{"id":"W2897593412","doi":"10.1016/j.jogc.2018.01.031","title":"Risk of Invasive Cervical Cancer Among Immigrants in Ontario, Canada","year":2018,"lang":"en","type":"article","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cancer Care Ontario; Institute for Clinical Evaluative Sciences; Sunnybrook Health Science Centre; Health Sciences Centre","funders":"Institute for Clinical Evaluative Sciences; Cancer Care Ontario","keywords":"Medicine; Immigration; Cervical cancer; Cancer; Gynecology; Demography; Obstetrics; 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":[0.000459552,0.0003223609,0.0003421182,0.0009592474,0.002278432,0.0009384513,0.000883358,0.0002805237,0.002405701],"category_scores_gemma":[0.001672679,0.0002505702,0.0005571739,0.002217298,0.0005277246,0.0002068618,0.0007206011,0.0003939923,0.000170004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01698001,"about_ca_system_score_gemma":0.02626343,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9900399,"about_ca_topic_score_gemma":0.9938823,"domain_scores_codex":[0.9994681,0.00003561062,0.00003420655,0.00008856822,0.0001968461,0.0001767016],"domain_scores_gemma":[0.9987109,0.00005811821,0.0003719206,0.00003730635,0.0005186747,0.0003030254],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005289627,0.000009089478,0.9962076,0.00004232129,0.00004060287,0.0001336716,0.0004484323,0.00005085733,0.0001161011,0.00005379222,0.0008613535,0.001983269],"study_design_scores_gemma":[0.000009888455,0.00002301697,0.9969554,0.00007598523,0.00004132435,0.0001343748,0.00113615,0.0001776604,0.00003625753,0.00002980873,0.001371094,0.000009042254],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888777,0.001605962,0.000156501,0.0005661928,0.00002807613,0.00006610516,0.004716096,0.00002109511,0.003962249],"genre_scores_gemma":[0.9956066,0.001099792,0.00019704,0.0001199011,0.000008724719,0.00002482483,0.001496157,0.000007129899,0.00143978],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01698001,"threshold_uncertainty_score":0.1231992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01546319307597693,"score_gpt":0.2596147216845464,"score_spread":0.2441515286085695,"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."}}