{"id":"W1741303820","doi":"","title":"Prevalence of factors influencing cancer risk in women with lupus: social habits, reproductive issues, and obesity.","year":2002,"lang":"en","type":"article","venue":"PubMed","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal General Hospital","funders":"","keywords":"Medicine; Population; Risk factor; Obesity; Cancer; Internal medicine; Cohort; Systemic lupus erythematosus; Breast cancer; Incidence (geometry); Environmental health; Disease","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006352174,0.0001385145,0.0003840136,0.0001772416,0.00005211351,0.00001062255,0.00009528898,0.00007703339,0.00006759329],"category_scores_gemma":[0.0004940798,0.0001035363,0.00002036504,0.0003715238,0.0001817707,0.0001339004,0.00006019287,0.0002418911,0.000001905074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004343893,"about_ca_system_score_gemma":0.0000421685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001055424,"about_ca_topic_score_gemma":0.00008239562,"domain_scores_codex":[0.9982614,0.0001185669,0.0002714535,0.0004113251,0.0004616736,0.0004755848],"domain_scores_gemma":[0.9992197,0.00007650968,0.0001547278,0.0002795093,0.0001354653,0.0001341097],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000207307,0.00007635869,0.9626589,0.001290995,0.00007523668,0.00001037594,0.02839786,0.000001822732,0.00008378238,0.000003555152,0.0003108686,0.006882903],"study_design_scores_gemma":[0.001321439,0.00005922926,0.9941016,0.0002443047,0.00003512379,0.0001247297,0.00280291,0.0000101361,0.001024029,0.00002111521,0.0001501515,0.0001051949],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932087,0.004694717,7.045127e-7,0.0002950115,0.00006168385,0.001298243,0.0000178877,0.00002884681,0.0003941933],"genre_scores_gemma":[0.9942234,0.001335289,0.00002647426,0.00001773464,0.0001278279,0.0009389691,3.911683e-7,0.00002173812,0.003308177],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0314427,"threshold_uncertainty_score":0.4222086,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02604249068136745,"score_gpt":0.2660871914260836,"score_spread":0.2400447007447162,"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."}}