{"id":"W4388337136","doi":"10.2196/49950","title":"The Impact of WhatsApp as a Health Education Tool in Albinism: Interventional Study","year":2023,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"COVID-19 Prevention and Impact","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Albinism; Oculocutaneous albinism; Hypopigmentation; Medicine; Intervention (counseling); Health education; Sunburn; Dermatology; Family medicine; Public health; Nursing","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":[0.0008270061,0.00006344328,0.0001595329,0.0001817173,0.0002366434,0.00003930961,0.0001875548,0.00004889989,0.000257897],"category_scores_gemma":[0.0003353379,0.00004833543,0.0001310439,0.0005955466,0.0001159888,0.0001353108,0.00004772231,0.00009816317,0.0001506378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001748747,"about_ca_system_score_gemma":0.001767086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006433052,"about_ca_topic_score_gemma":0.005328911,"domain_scores_codex":[0.9983006,0.0007897142,0.0003431508,0.0001238016,0.0001812693,0.0002615331],"domain_scores_gemma":[0.9993095,0.0002847207,0.000156945,0.0001471565,0.00004902481,0.0000526511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001324094,0.003817893,0.6089047,0.00007613851,0.0001258531,0.00001596504,0.1146445,0.00003037833,0.00002915835,0.05520889,0.1417173,0.07529678],"study_design_scores_gemma":[0.0006696687,0.0003876131,0.9119074,0.00004747839,0.000003404206,0.00001336072,0.0457449,0.0000840281,0.000003671021,0.01704712,0.02399168,0.00009963568],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9856849,0.0001050524,0.0000088157,0.01172017,0.0002764355,0.0007316889,0.000002549833,0.0000410672,0.001429291],"genre_scores_gemma":[0.9982973,0.00006412554,0.000003148923,0.0002082449,0.00002893346,0.000125989,0.000007849349,0.000004651189,0.001259709],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3030027,"threshold_uncertainty_score":0.9724892,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04373898421182659,"score_gpt":0.5018447414606089,"score_spread":0.4581057572487823,"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."}}