{"id":"W1983522353","doi":"10.1158/1055-9965.epi-14-0431","title":"Sun Exposure and Melanoma Survival: A GEM Study","year":2014,"lang":"en","type":"article","venue":"Cancer Epidemiology Biomarkers & Prevention","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"CARE Canada; Cancer Care Ontario; BC Cancer Agency; Women's College Hospital","funders":"National Institute of Environmental Health Sciences; National Cancer Institute","keywords":"Sunburn; Medicine; Melanoma; Sun exposure; Population; Sunlight; Dermatology; Environmental health; Cancer research","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":[],"consensus_categories":[],"category_scores_codex":[0.0008596567,0.0003444771,0.0002868024,0.0009369602,0.0006770442,0.0005708892,0.0003132827,0.0004118428,0.002468961],"category_scores_gemma":[0.001247369,0.0002459841,0.0005803824,0.001432976,0.0002355875,0.0003589109,0.0006023094,0.0004360363,0.0004384928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006051153,"about_ca_system_score_gemma":0.0004295791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007031811,"about_ca_topic_score_gemma":0.009650089,"domain_scores_codex":[0.9995967,0.0001713158,0.00002838154,0.00009021727,0.00004694738,0.0000665051],"domain_scores_gemma":[0.999227,0.0001370598,0.0002731457,0.0001049718,0.00008102889,0.0001767263],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007172041,0.000135724,0.9954281,0.00006049719,0.0002361614,0.0001557418,0.0001505144,0.00005882571,0.0001560553,0.00002460642,0.0002360142,0.002640635],"study_design_scores_gemma":[0.00009039389,0.0004607416,0.9970936,0.00004442807,0.0002500253,0.0003865802,0.0002142169,0.0001217478,0.00006549121,0.00003137781,0.00123684,0.000004591198],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975479,0.001158479,0.00006823672,0.0000468651,0.000005583323,0.00002141852,0.0006340379,0.00000476973,0.0005126632],"genre_scores_gemma":[0.9985639,0.0003662962,0.00008348286,0.00004179702,0.00001555762,0.00001581911,0.0007225078,0.000002728426,0.0001877935],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007031811,"threshold_uncertainty_score":0.01398176,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0474402183220256,"score_gpt":0.3501695936354707,"score_spread":0.3027293753134451,"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."}}