{"id":"W2291061572","doi":"10.3892/ol.2016.4292","title":"Sun exposure and melanoma prognostic factors","year":2016,"lang":"en","type":"article","venue":"Oncology Letters","topic":"Skin Protection and Aging","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Hospital Foundation","funders":"GlaxoSmithKline; Bristol-Myers Squibb","keywords":"Medicine; Breslow Thickness; Melanoma; Sun exposure; Dermatology; Sunlight; Lymph node; Cancer; Internal medicine; Sentinel lymph node","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003470575,0.0001748063,0.0001993923,0.0006991992,0.0002421795,0.0003153954,0.0001838394,0.0001873192,0.003249156],"category_scores_gemma":[0.001885462,0.00007715596,0.0003963692,0.001180135,0.0001285956,0.0001663357,0.0002459745,0.0002811133,0.0002470375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001820844,"about_ca_system_score_gemma":0.0002054617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001982375,"about_ca_topic_score_gemma":0.003108391,"domain_scores_codex":[0.9997235,0.00007304581,0.00003408317,0.00004761212,0.00006242591,0.00005928985],"domain_scores_gemma":[0.9986376,0.0002147328,0.000772496,0.00006891495,0.0001059916,0.0002002804],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001028536,0.00001474252,0.9953886,0.00002367644,0.00004215532,0.00007735255,0.00001896857,0.00005343328,0.0001158822,0.00001233986,0.0001504269,0.003999455],"study_design_scores_gemma":[0.000002237643,0.00002868234,0.9992035,0.000007089288,0.00001517927,0.0002852446,0.00001504712,0.0000465022,0.0000278754,0.00001333115,0.0003541598,0.000001272213],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924386,0.003546606,0.0001544227,0.0001051015,0.00002559615,0.00001362094,0.001044784,0.0000137416,0.002657695],"genre_scores_gemma":[0.9984938,0.0005394615,0.00008875942,0.00001557012,0.00002856158,0.000005477707,0.0005214239,0.000002085422,0.0003048498],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003249156,"threshold_uncertainty_score":0.01086956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01778308475613751,"score_gpt":0.2692501261061802,"score_spread":0.2514670413500427,"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."}}