{"id":"W6976512785","doi":"10.6084/m9.figshare.12577670","title":"Additional file 5 of An approach to estimating the environmental burden of cancer from known and probable carcinogens: application to Ontario, Canada","year":2020,"lang":"en","type":"article","venue":"Figshare","topic":"Carcinogens and Genotoxicity Assessment","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Institute for Clinical Evaluative Sciences; Cancer Care Ontario; Public Health Ontario; University of Toronto","funders":"","keywords":"Cancer; Estimation; Selection (genetic algorithm); Cancer incidence","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00147634,0.0006091195,0.0006578417,0.002685581,0.001671852,0.001587097,0.001448016,0.0007740378,0.7619506],"category_scores_gemma":[0.02176602,0.0006182165,0.001034376,0.006863849,0.0003377268,0.001148052,0.001026989,0.0007212668,0.09481094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008894596,"about_ca_system_score_gemma":0.01301321,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8046303,"about_ca_topic_score_gemma":0.8720072,"domain_scores_codex":[0.9991911,0.0001017964,0.00009925693,0.0001220241,0.0003417596,0.0001441406],"domain_scores_gemma":[0.9846709,0.005951214,0.0005293147,0.0008967209,0.007531143,0.0004208809],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0000621315,0.00001703763,0.00221326,0.0005768404,0.00001670372,0.0000282716,0.00006628184,0.000423651,0.00003453913,0.0007375485,0.9872541,0.008569689],"study_design_scores_gemma":[0.0005448097,0.00002896065,0.03114346,0.001032628,0.00007641299,0.00008420618,0.0004521269,0.001069278,0.0002667475,0.003427326,0.9618126,0.00006146999],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.0001643915,0.00002292878,0.0003246811,0.0001516192,0.00002263821,0.0001070117,0.9906893,0.0002460787,0.008271363],"genre_scores_gemma":[0.01931573,0.0005013933,0.009553721,0.0006577325,0.00009092355,0.001597236,0.9017729,0.001255645,0.06525479],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7619506,"threshold_uncertainty_score":0.3930405,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01349343657442307,"score_gpt":0.2120855082353495,"score_spread":0.1985920716609264,"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."}}