{"id":"W4296173484","doi":"10.2196/36351","title":"A 9-Year Teledermoscopy Service in New Zealand: Retrospective Service Review","year":2022,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Attendance; Medical diagnosis; Retrospective cohort study; Melanoma; Teledermatology; Pediatrics; Dermatology; Telemedicine; Health care; Internal medicine; Pathology","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":[0.001154315,0.0004553203,0.0006945282,0.00382014,0.0009737766,0.00125131,0.0009764467,0.0007006317,0.002997652],"category_scores_gemma":[0.004899228,0.0008840768,0.0008052898,0.006383483,0.0009856753,0.001201326,0.001207724,0.0006147883,0.000527358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004159827,"about_ca_system_score_gemma":0.005452142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2320338,"about_ca_topic_score_gemma":0.2006006,"domain_scores_codex":[0.9974555,0.0002586383,0.0006697738,0.0004212506,0.0007794509,0.0004153754],"domain_scores_gemma":[0.990803,0.0009755381,0.006225099,0.0002394394,0.001128385,0.0006285862],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001115391,0.00005671669,0.9884638,0.0009755619,0.00008795804,0.002160851,0.001838156,0.00003018812,0.0004092737,0.0000287218,0.0004624455,0.00537466],"study_design_scores_gemma":[0.00001215876,0.0001478376,0.9944239,0.0002649769,0.00005978866,0.00206439,0.002084463,0.00005068901,0.0000479579,0.00000543422,0.000828928,0.000009440437],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920546,0.004148959,0.00008069207,0.0001194398,0.00001217553,0.0002004987,0.002153044,0.000006885112,0.001223747],"genre_scores_gemma":[0.9929528,0.005315133,0.0001559343,0.0001385832,0.00001953715,0.0001704669,0.0009470976,0.000006385195,0.0002940866],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2320338,"threshold_uncertainty_score":0.4613664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01248841053837764,"score_gpt":0.2803847850215916,"score_spread":0.267896374483214,"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."}}