{"id":"W4211227816","doi":"10.2196/36903","title":"PASSION Project: Data Collection in Madagascar and Guinea","year":2022,"lang":"en","type":"article","venue":"Iproceedings","topic":"Dermatological diseases and infestations","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Tanzania; Scabies; Atopic dermatitis; Population; Family medicine; Dermatology; Geography; Environmental health","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":[],"consensus_categories":[],"category_scores_codex":[0.00009870037,0.0000526138,0.00009828548,0.0001058046,0.0001492263,0.00001656438,0.00006501195,0.00001966773,0.0001387854],"category_scores_gemma":[0.0001409515,0.00004515778,0.00001247287,0.000383486,0.00002129037,0.0001308127,0.0002015957,0.0001187044,0.000003512516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003144948,"about_ca_system_score_gemma":0.00005407694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008769392,"about_ca_topic_score_gemma":0.000002848579,"domain_scores_codex":[0.9994141,0.000006837239,0.0001222289,0.0001988336,0.0001488281,0.0001090985],"domain_scores_gemma":[0.9997806,0.00001453044,0.0000312014,0.0000924909,0.00003226467,0.00004892966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0005232634,0.0007776991,0.3673549,0.0002861508,0.00002878552,0.0001408823,0.001640772,0.000002560372,0.002387141,0.003158381,0.6041192,0.01958025],"study_design_scores_gemma":[0.002764057,0.0006932978,0.5924972,0.00007683383,0.00007857162,0.0006378029,0.005588998,0.02877815,0.0001406479,0.001416934,0.3670743,0.0002532011],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9826376,0.0001918352,0.00001754129,0.004919354,0.00006716119,0.0003684303,0.00002607586,0.00006016871,0.01171185],"genre_scores_gemma":[0.9974495,0.00008985506,0.0003808977,0.001068973,0.00002399072,0.00006711684,0.00012635,0.000007100676,0.0007862597],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2370449,"threshold_uncertainty_score":0.1841481,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06616366230080432,"score_gpt":0.3354199993423792,"score_spread":0.2692563370415749,"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."}}