{"id":"W2989492121","doi":"10.17615/1ke3-tr83","title":"Public Skin Cancer Screenings with the Polka Dot Mama Melanoma Foundation","year":2019,"lang":"en","type":"article","venue":"Carolina Digital Repository (University of North Carolina at Chapel Hill)","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Gillings School of Public Health; McGill University","keywords":"Skin cancer; Foundation (evidence); Medicine; Dermatology; Melanoma; Cancer; Political science; Cancer research; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009196487,0.0002767774,0.0004231948,0.0001872479,0.000392426,0.00005285844,0.0003007569,0.0001090625,0.0001372444],"category_scores_gemma":[0.00001487029,0.000236248,0.0002619746,0.0003292216,0.0002960034,0.0004485225,0.0002530168,0.0002454066,0.0001257637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004744349,"about_ca_system_score_gemma":0.0001672679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004879535,"about_ca_topic_score_gemma":0.001145303,"domain_scores_codex":[0.9982134,0.00004659626,0.0002226894,0.0005223692,0.0006200364,0.0003749495],"domain_scores_gemma":[0.9983144,0.00006460368,0.000343184,0.0006205875,0.0003952335,0.0002620369],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001838995,0.0002251389,0.959628,0.0002204672,0.0006134565,0.0006277398,0.000991854,0.0001331198,0.001163516,0.0003864195,0.001160464,0.03301079],"study_design_scores_gemma":[0.002827035,0.001323847,0.8779859,0.0001028134,0.0003954933,0.001470989,0.001135028,0.0009335449,0.0004236829,0.000007739592,0.1129314,0.0004625803],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9634759,0.0001098273,0.0001002294,0.001423151,0.0003103442,0.0007585658,0.00002748267,0.0001175272,0.03367692],"genre_scores_gemma":[0.9665564,0.00004119323,0.00004137976,0.0001755775,0.0001616303,0.000002845962,0.00006992475,0.00003529512,0.03291571],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1117709,"threshold_uncertainty_score":0.9633916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0106998073872798,"score_gpt":0.183424124432874,"score_spread":0.1727243170455942,"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."}}