{"id":"W4285329203","doi":"10.2196/35254","title":"Evaluation of WhatsApp as a Platform for Teledermatology in Botswana: Retrospective Review and Survey","year":2022,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"American Academy of Dermatology","keywords":"Teledermatology; Specialty; Medicine; Telemedicine; Family medicine; Demographics; Multidisciplinary approach; Health care; Store and forward; Medical diagnosis; Teleradiology; Medical emergency; Telecommunications","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":[0.004176776,0.0003083727,0.0005278614,0.005868765,0.0007732172,0.001157089,0.0008836737,0.0005518682,0.001319432],"category_scores_gemma":[0.01072363,0.0006055029,0.0005638096,0.008537019,0.0007720183,0.0009818152,0.001011044,0.000512828,0.0002616853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002826295,"about_ca_system_score_gemma":0.005483628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02480167,"about_ca_topic_score_gemma":0.03324647,"domain_scores_codex":[0.9967879,0.0008688488,0.001001029,0.0002605277,0.0007794775,0.0003022606],"domain_scores_gemma":[0.9819949,0.005653181,0.008613061,0.0005910687,0.002538201,0.0006096957],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002471203,0.0001875975,0.9195434,0.01576027,0.0001994396,0.005828566,0.01078029,0.00007211193,0.001480374,0.0003447322,0.00179837,0.0437577],"study_design_scores_gemma":[0.00003350992,0.0005462968,0.9359059,0.009564003,0.0004808773,0.009762868,0.02807446,0.0001815036,0.0004590441,0.00004170488,0.01491626,0.00003351292],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9662575,0.02821062,0.0002736858,0.0005847492,0.00004183872,0.0007486541,0.002111434,0.00001107138,0.001760392],"genre_scores_gemma":[0.9672405,0.02923175,0.0005321867,0.0005722223,0.00003635899,0.0007139805,0.001246441,0.00001344409,0.0004130883],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02480167,"threshold_uncertainty_score":0.04931462,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04249385403665242,"score_gpt":0.3458953630230622,"score_spread":0.3034015089864098,"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."}}