{"id":"W2047909663","doi":"10.1002/ijc.25540","title":"Association between melanoma thickness, clinical skin examination and socioeconomic status: Results of a large population‐based study","year":2010,"lang":"en","type":"article","venue":"International Journal of Cancer","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Medicine; Melanoma; Relative risk; Socioeconomic status; Population; Demography; Epidemiology; Internal medicine; Confidence interval; Environmental health","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":[0.001504295,0.00007798211,0.0002687436,0.0002342133,0.00002849743,0.00002708594,0.00008969088,0.00009090947,0.0002060512],"category_scores_gemma":[0.0003993884,0.0000695965,0.0001015807,0.00004443806,0.00001483594,0.0001141854,0.00002852352,0.000311831,0.00000330105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00026314,"about_ca_system_score_gemma":0.0001310249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002021617,"about_ca_topic_score_gemma":0.0009265472,"domain_scores_codex":[0.9983705,0.00009678368,0.0008212451,0.0001219458,0.0004917641,0.00009770492],"domain_scores_gemma":[0.9978817,0.0002531156,0.001071382,0.00008517128,0.0006303209,0.00007836672],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000464445,0.0002777801,0.9682293,0.000009120329,0.0007533393,0.00001268565,0.0002603798,0.00001300518,0.0002258054,0.00003452801,0.0004073519,0.02931226],"study_design_scores_gemma":[0.006119067,0.0003800077,0.9840619,0.00003623272,0.0002787697,0.00001137386,0.0002169122,0.0001904579,0.0001805339,0.00006664584,0.008400237,0.00005786907],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996138,0.00004002364,0.0001660076,0.001606751,0.00153036,0.0001928142,0.00006031523,0.000007944378,0.0002577372],"genre_scores_gemma":[0.9981828,0.00005446409,0.0002576287,0.0001852959,0.0009284462,0.000004028956,0.00002197362,0.000009627808,0.00035576],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02925439,"threshold_uncertainty_score":0.2838063,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01874570497567922,"score_gpt":0.3647088017073298,"score_spread":0.3459630967316506,"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."}}