{"id":"W4300967949","doi":"10.2196/42113","title":"Melanoma Identification and Management in an Unsheltered Male Using Teledermatology: Street Medicine Perspective","year":2022,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Teledermatology; Miami; Medicine; Perspective (graphical); Melanoma; Family medicine; Health care; Dermatology; Telemedicine","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":[0.0001509889,0.0004015867,0.0003937505,0.0009554369,0.00136567,0.001129381,0.0005204448,0.002528462,0.003028097],"category_scores_gemma":[0.0008811922,0.000276179,0.0004265106,0.0004917277,0.0004451796,0.00149418,0.0006711134,0.00259979,0.0006276216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007076525,"about_ca_system_score_gemma":0.0005791343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003433253,"about_ca_topic_score_gemma":0.005321342,"domain_scores_codex":[0.9997104,0.00004909297,0.00003156883,0.00005048526,0.00005307532,0.0001053625],"domain_scores_gemma":[0.9996816,0.00005260089,0.00006869864,0.000008354001,0.00004699984,0.0001418703],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00004603888,0.0003455861,0.05991626,0.0002181204,0.00003618309,0.9028482,0.0009266313,0.0001930968,0.001766963,0.0008640313,0.008506556,0.02433235],"study_design_scores_gemma":[0.000007292975,0.0001261299,0.01690334,0.000362049,0.00003031871,0.9716608,0.002204261,0.0004340432,0.0003002394,0.0006518548,0.007296516,0.0000230677],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7263737,0.08795848,0.006926678,0.1114849,0.002841518,0.000252858,0.0004589345,0.000249566,0.06345326],"genre_scores_gemma":[0.9477245,0.02708427,0.00268956,0.01409259,0.003735082,0.00002649898,0.000144948,0.00003029586,0.004472329],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003433253,"threshold_uncertainty_score":0.01012999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06857650086538261,"score_gpt":0.4479947241165608,"score_spread":0.3794182232511781,"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."}}