{"id":"W4308844563","doi":"10.1101/2022.11.09.22281329","title":"Site-specific cancer incidence by race and immigration status in Canada 2006-2015: a population-based data linkage study","year":2022,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Institute of Infection and Immunity; Canadian Institutes of Health Research","keywords":"Demography; Cancer registry; Population; Medicine; Socioeconomic status; Incidence (geometry); Rate ratio; Cancer; Health equity; Public health; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.004910619,0.0006584715,0.001311405,0.005274267,0.005280352,0.002240992,0.003165626,0.0006952434,0.002973573],"category_scores_gemma":[0.01228259,0.0007378226,0.001453907,0.02112202,0.0009387044,0.0007511395,0.002675024,0.001252194,0.00060027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04430749,"about_ca_system_score_gemma":0.08225542,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9926358,"about_ca_topic_score_gemma":0.9940442,"domain_scores_codex":[0.9916096,0.0008162931,0.0009681156,0.001803975,0.003339787,0.001462193],"domain_scores_gemma":[0.9849782,0.0006517081,0.002077189,0.0008809129,0.0102285,0.001183577],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001447124,0.00006731164,0.9628119,0.0004232941,0.0006734021,0.0001052174,0.001184379,0.0003148549,0.000102864,0.0005338588,0.02289141,0.0107468],"study_design_scores_gemma":[0.00004384482,0.00003015702,0.9837391,0.0004074212,0.0003347611,0.0001082136,0.001321922,0.0007614215,0.0001375637,0.0001161839,0.01295048,0.00004897106],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6501151,0.006947179,0.004234787,0.002462776,0.0001658259,0.001464055,0.3254754,0.0002517687,0.008883188],"genre_scores_gemma":[0.8821366,0.003234783,0.00420424,0.001243852,0.00007156141,0.001383471,0.1044783,0.0001036206,0.003143438],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04430749,"threshold_uncertainty_score":0.3214749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0668385741806572,"score_gpt":0.3491007167540016,"score_spread":0.2822621425733444,"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."}}