{"id":"W2845873664","doi":"10.1002/ijc.31719","title":"Shared social mechanisms underlying the risk of nine cancers: A life course study","year":2018,"lang":"en","type":"article","venue":"International Journal of Cancer","topic":"Health, Environment, Cognitive Aging","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Institut National de la Recherche Scientifique; McGill University","funders":"Health Canada; National Cancer Institute; Universitaire Stichting","keywords":"Life course approach; Medicine; Population; Demography; Risk factor; Cancer; Respondent; Gerontology; Oncology; Internal medicine; Psychology; Environmental health; Developmental psychology","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":[0.0008948781,0.0001940196,0.0001926508,0.0006981994,0.0004472525,0.0003294139,0.0003017457,0.0003046043,0.00107475],"category_scores_gemma":[0.002786936,0.0001354319,0.0004604808,0.0004597203,0.0003677285,0.0003199647,0.0006029395,0.000347856,0.00005327965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007047534,"about_ca_system_score_gemma":0.0006808281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0237499,"about_ca_topic_score_gemma":0.03504922,"domain_scores_codex":[0.9997128,0.0001088363,0.000008550322,0.00005315838,0.00003229906,0.0000843522],"domain_scores_gemma":[0.9986725,0.0003197776,0.0004230792,0.0001577742,0.0001165995,0.0003103075],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008162398,0.00007416435,0.9961601,0.000005359434,0.00008410784,0.00007995885,0.0003130994,0.0001591068,0.0002754547,0.000194162,0.00003718329,0.002535647],"study_design_scores_gemma":[0.000002408705,0.00007837526,0.9988175,0.000003004932,0.00002489097,0.00006140345,0.0001540158,0.0005615206,0.00005186844,0.0001504761,0.00009163906,0.000002763069],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993665,0.0001107473,0.0002272064,0.00005261019,0.000001138541,0.000007152083,0.00006765101,0.000001487619,0.0001654404],"genre_scores_gemma":[0.9996703,0.00005249676,0.0001224267,0.000006571968,0.000001763258,0.000004383456,0.00005751566,4.804022e-7,0.00008414358],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0237499,"threshold_uncertainty_score":0.04722327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04059237634435183,"score_gpt":0.3703617117487719,"score_spread":0.32976933540442,"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."}}