{"id":"W4386481408","doi":"10.1016/s0378-4274(23)00382-x","title":"S21-02: The Halifax Project 10 years later: what we've learned and what we are still missing on the cumulative carcinogenic effect of environmental chemicals","year":2023,"lang":"en","type":"article","venue":"Toxicology Letters","topic":"Environmental Science and Water Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Cumulative effects; Environmental science; Carcinogen; Environmental health; Medicine; Chemistry; Biology; Ecology","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":[0.009332897,0.001795131,0.0005820619,0.0009467446,0.002386982,0.005700618,0.001492746,0.004697503,0.01885492],"category_scores_gemma":[0.004333121,0.0002864097,0.0007421906,0.0008651629,0.002068185,0.002373985,0.004207301,0.003923746,0.006443281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01011102,"about_ca_system_score_gemma":0.02539418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1533429,"about_ca_topic_score_gemma":0.1492398,"domain_scores_codex":[0.9967248,0.0006384104,0.00007942974,0.0003382572,0.001332232,0.0008869521],"domain_scores_gemma":[0.992941,0.0004073914,0.0002538602,0.0003442609,0.003114945,0.002938483],"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":[0.001944942,0.0004061405,0.009065393,0.0004519027,0.0001488437,0.0008925234,0.001264942,0.00156636,0.005877261,0.01208297,0.8432432,0.1230555],"study_design_scores_gemma":[0.0001200406,0.0003475207,0.01319106,0.0001906082,0.00003709026,0.000164317,0.001176135,0.0002891264,0.003294153,0.00191911,0.979206,0.00006486825],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.09898035,0.03135765,0.009055131,0.5301741,0.05030602,0.0007948448,0.04600753,0.002648042,0.2306764],"genre_scores_gemma":[0.2721585,0.009721573,0.01830398,0.1026853,0.003881346,0.0008165453,0.03562112,0.001703155,0.5551084],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1533429,"threshold_uncertainty_score":0.3049007,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02022441433272384,"score_gpt":0.2505476519329571,"score_spread":0.2303232376002333,"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."}}