{"id":"W2030027053","doi":"10.1097/cmr.0b013e3280112b98","title":"Sun-related behavior after a diagnosis of cutaneous malignant melanoma","year":2007,"lang":"en","type":"article","venue":"Melanoma Research","topic":"Skin Protection and Aging","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; BC Cancer Agency; Simon Fraser University","funders":"","keywords":"Sunburn; Medicine; Sun exposure; Melanoma; Sunbathing; Residence; Sun protection; Dermatology; Skin cancer; Ethnic group; Demography; Internal medicine; Cancer","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00164241,0.000149856,0.0003149404,0.0006559094,0.0001145815,0.00002254285,0.000154343,0.0001939187,0.002915525],"category_scores_gemma":[0.0003054006,0.0001233294,0.0001380574,0.0008195904,0.0002230822,0.00004941161,0.0001184396,0.0006350598,0.0003169793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001569457,"about_ca_system_score_gemma":0.0001061914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004358672,"about_ca_topic_score_gemma":0.00007042953,"domain_scores_codex":[0.997412,0.000141672,0.0004666029,0.0003623302,0.0009352345,0.0006821788],"domain_scores_gemma":[0.998503,0.000345349,0.00006136425,0.0004522922,0.0003587569,0.0002792076],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001071409,0.000721053,0.9134544,0.0001473725,0.00009549008,0.009755475,0.0007872837,4.15906e-7,0.02449463,0.0002412948,0.0007397356,0.04849143],"study_design_scores_gemma":[0.002203695,0.0016679,0.7241214,0.0004963775,0.0001053844,0.00296303,0.0007962123,0.00005707206,0.2551839,0.0001594371,0.01196443,0.0002811308],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894327,0.0006870755,0.00003567923,0.0005965218,0.0001792914,0.0008949243,0.000008084241,0.00006724121,0.008098487],"genre_scores_gemma":[0.9940048,0.00005991289,0.0003148754,0.00005612142,0.0001234485,0.0002713646,0.00000863968,0.00004006493,0.005120797],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2306893,"threshold_uncertainty_score":0.997996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04901103581738542,"score_gpt":0.3666963401049352,"score_spread":0.3176853042875498,"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."}}