{"id":"W2140483955","doi":"10.1093/aje/kwq503","title":"Cutaneous Melanoma and Endogenous Hormonal Factors: A Large French Prospective Study","year":2011,"lang":"en","type":"article","venue":"American Journal of Epidemiology","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's Health Research Institute","funders":"Institut Gustave-Roussy; Fondation de France; Mutuelle Générale de l'Education Nationale; Ligue Contre le Cancer; Institut National de la Santé et de la Recherche Médicale","keywords":"Medicine; Relative risk; Menarche; Prospective cohort study; Confidence interval; Proportional hazards model; Cohort study; Obstetrics; Pregnancy; Gynecology; Breastfeeding; Internal medicine; Pediatrics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009182523,0.0001921184,0.0009925617,0.0002450828,0.00007765418,0.000003673938,0.0001075372,0.00004684824,0.0002535273],"category_scores_gemma":[0.000968259,0.0001355613,0.0001481153,0.0001637818,0.0002578476,0.00003975468,0.00006420953,0.0003655322,0.000009955295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009832392,"about_ca_system_score_gemma":0.00006170502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005428147,"about_ca_topic_score_gemma":0.00006601628,"domain_scores_codex":[0.9981034,0.0004383631,0.0007173553,0.0002207231,0.0001412492,0.000378876],"domain_scores_gemma":[0.9981068,0.0005322775,0.0007060342,0.0002064834,0.0001525012,0.0002958828],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007284309,0.000833975,0.9793571,0.000007828498,0.0007360062,0.002144357,0.005654564,7.563245e-7,0.0002835731,0.0002921103,0.0002794283,0.009681892],"study_design_scores_gemma":[0.002042076,0.04168505,0.8789078,0.00002737694,0.0005546577,0.05443785,0.01689649,0.00002636766,0.0001198118,0.001065494,0.00400701,0.0002300142],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947107,0.0004159204,0.001156439,0.0001752996,0.0002183307,0.0003990449,0.000005041057,0.00002408274,0.002895109],"genre_scores_gemma":[0.9971837,0.0001288158,0.001812632,0.0005372809,0.00016303,0.000006764694,0.000001263778,0.00001843869,0.0001481097],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1004493,"threshold_uncertainty_score":0.552803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0544080188246247,"score_gpt":0.2954727759099405,"score_spread":0.2410647570853158,"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."}}