{"id":"W3118641102","doi":"10.15273/dmj.vol47no1.10725","title":"Promoting skin cancer awareness","year":2021,"lang":"en","type":"article","venue":"Dalhousie Medical Journal","topic":"Skin Protection and Aging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Skin cancer; Cancer; Dermatology; Business; Medicine; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006114428,0.0001066911,0.0002429244,0.00007211023,0.000228091,0.000055609,0.00009345135,0.0001173239,0.008494308],"category_scores_gemma":[0.001042898,0.00008125371,0.0001202096,0.0002749775,0.00005687539,0.00006178341,0.00006267393,0.0009387447,0.00003841149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007457089,"about_ca_system_score_gemma":0.001356638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000306615,"about_ca_topic_score_gemma":0.00002395825,"domain_scores_codex":[0.9981662,0.00009193465,0.0003261789,0.000184747,0.0009228668,0.0003080657],"domain_scores_gemma":[0.9988964,0.00005035303,0.00008884081,0.0001285115,0.0002280902,0.0006078222],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006694255,0.0003728086,0.05055793,0.0001704979,0.0002038649,0.01362208,0.002277292,0.000005065841,0.006906957,0.000061017,0.006967856,0.9187877],"study_design_scores_gemma":[0.0124688,0.0003171412,0.1270799,0.007316708,0.0004427163,0.1506485,0.00204011,0.0102038,0.1139584,0.0009710027,0.5736763,0.0008766614],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9487503,0.001678481,0.005190925,0.03866719,0.001982319,0.0001187213,0.000002021903,0.000108011,0.003502016],"genre_scores_gemma":[0.9865264,0.0005712979,0.0006803626,0.006792807,0.003490679,0.00001388797,0.000005826376,0.00003356966,0.001885162],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9179111,"threshold_uncertainty_score":0.9924121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02356148006815176,"score_gpt":0.3310177575409859,"score_spread":0.3074562774728342,"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."}}