{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004350956,0.0008816813,0.0006219806,0.005469724,0.0009834321,0.001227023,0.001398817,0.000733754,0.01116611],"category_scores_gemma":[0.01084215,0.0004850035,0.0005687504,0.004280984,0.0007387868,0.0007514338,0.002493622,0.0006644992,0.001848045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002022058,"about_ca_system_score_gemma":0.005074502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02709511,"about_ca_topic_score_gemma":0.01394912,"domain_scores_codex":[0.9971222,0.00106945,0.0006135672,0.0004215709,0.0003741275,0.0003990708],"domain_scores_gemma":[0.9911833,0.002116997,0.002661548,0.001149096,0.001848887,0.001040153],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002240028,0.001343222,0.823433,0.004505272,0.0004585553,0.003773688,0.009988369,0.001066103,0.002068493,0.001372187,0.05882397,0.09092703],"study_design_scores_gemma":[0.0004843262,0.0007054399,0.9236176,0.001201004,0.000122339,0.0008989269,0.007112861,0.0005942385,0.0009741451,0.00024571,0.06398759,0.00005588277],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6525387,0.001148354,0.001896617,0.001387382,0.0001271481,0.03424339,0.2928054,0.0005084693,0.01534443],"genre_scores_gemma":[0.6226996,0.001441639,0.01604487,0.001224086,0.0001385903,0.1182675,0.2366599,0.0001679095,0.003355832],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02709511,"threshold_uncertainty_score":0.05387479,"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."}}