{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003928777,0.0001819466,0.0001753107,0.001262706,0.0006857141,0.0007471688,0.0006799411,0.0003084363,0.005660523],"category_scores_gemma":[0.01196635,0.000231365,0.0003343465,0.0009327084,0.0002755343,0.0008226277,0.001422693,0.0007821062,0.0006331106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001599377,"about_ca_system_score_gemma":0.005895122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02216082,"about_ca_topic_score_gemma":0.03175265,"domain_scores_codex":[0.9974789,0.001172224,0.0001377838,0.0002550347,0.0005952126,0.0003607358],"domain_scores_gemma":[0.9873471,0.002805073,0.003943142,0.0008954853,0.001838072,0.003171229],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004062977,0.001622244,0.7116782,0.001099838,0.0001321903,0.0004615508,0.001279464,0.0002607598,0.0006818885,0.0006173542,0.03577547,0.2459847],"study_design_scores_gemma":[0.00008873231,0.000749557,0.965964,0.0005973536,0.00007146581,0.0003813468,0.00143066,0.0003339433,0.000324827,0.0001907477,0.0298464,0.00002095886],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9134784,0.005427199,0.001791478,0.01932192,0.000488797,0.002405262,0.006661746,0.0002974531,0.05012778],"genre_scores_gemma":[0.9836294,0.002229678,0.004114086,0.00148925,0.0002021719,0.000979758,0.002350463,0.00002123731,0.004983899],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02216082,"threshold_uncertainty_score":0.04406369,"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."}}