{"id":"W2299418327","doi":"10.14288/1.0072634","title":"Epidemiological shifts and risk behaviours for oral and oropharyngeal cancers in multicultural population of British Columbia, Canada","year":2012,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Epidemiology; Multiculturalism; Population; Medicine; Demography; Environmental health; Geography; Political science; Sociology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003418317,0.0002940642,0.0002968201,0.001706242,0.003057459,0.001071536,0.0009734886,0.0003224009,0.001965204],"category_scores_gemma":[0.0009532556,0.0002789815,0.0003279837,0.003771678,0.000481815,0.0002997743,0.0006994615,0.0004596359,0.0002701941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01380966,"about_ca_system_score_gemma":0.01175974,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9949793,"about_ca_topic_score_gemma":0.9971668,"domain_scores_codex":[0.999513,0.00004650339,0.0000331794,0.00008664643,0.0001608878,0.0001598944],"domain_scores_gemma":[0.9991509,0.00004088315,0.00009236544,0.00002589982,0.0004548009,0.0002352603],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005234931,0.00004295325,0.9863411,0.00004939077,0.00003400277,0.0002492843,0.003643647,0.00007298453,0.0005412073,0.00006988111,0.001246854,0.007656504],"study_design_scores_gemma":[0.00000208178,0.00001416046,0.9946752,0.00002155115,0.000008635817,0.00008953505,0.004297486,0.0001189813,0.00004130974,0.0000129273,0.0007100041,0.000008067881],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949954,0.0006368785,0.00007778854,0.0001985362,0.000009016871,0.00004415508,0.001502715,0.000009118315,0.002526443],"genre_scores_gemma":[0.9969278,0.0006034482,0.0001517336,0.0001070215,0.000003210528,0.00002248091,0.0007171509,0.000004314046,0.001462876],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01380966,"threshold_uncertainty_score":0.1001965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01788355135011873,"score_gpt":0.2319611285455017,"score_spread":0.214077577195383,"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."}}