{"id":"W4321766779","doi":"10.1016/j.idcr.2023.e01718","title":"Selfie-diagnosed tuberculosis","year":2023,"lang":"en","type":"article","venue":"IDCases","topic":"Empathy and Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Selfie; Medicine; Tuberculosis; Dermatology; Optometry; World Wide Web; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002812047,0.0002024865,0.0001834449,0.0007081673,0.001939865,0.001141408,0.0003495809,0.0007997756,0.02932111],"category_scores_gemma":[0.001841266,0.0001181677,0.0002842303,0.0004771893,0.0005261695,0.0005218036,0.000937132,0.001257426,0.00270671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009587785,"about_ca_system_score_gemma":0.0009615046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003377898,"about_ca_topic_score_gemma":0.005787394,"domain_scores_codex":[0.9994956,0.00006196782,0.00002513262,0.00005438392,0.0000810186,0.0002818138],"domain_scores_gemma":[0.9992406,0.0001146455,0.0001667744,0.00005205243,0.0001017488,0.0003241311],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.0005111463,0.001921717,0.7152647,0.0002051765,0.00004759308,0.158717,0.002787618,0.0001134126,0.002036537,0.004657366,0.04204519,0.07169248],"study_design_scores_gemma":[0.00009505424,0.0009389214,0.5097947,0.0006575734,0.0001107476,0.3476849,0.01188348,0.0005491125,0.002936726,0.003894558,0.1214028,0.00005150783],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7238783,0.002622738,0.0005085977,0.01076495,0.0007033175,0.0001872815,0.001312592,0.0001011185,0.2599211],"genre_scores_gemma":[0.9710171,0.0008098235,0.0003545406,0.004351005,0.0002694523,0.00003221905,0.0005748563,0.00001640452,0.02257466],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02932111,"threshold_uncertainty_score":0.09808886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03109003553307108,"score_gpt":0.3322675959490495,"score_spread":0.3011775604159784,"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."}}