{"id":"W4283689450","doi":"10.1177/12034754221108978","title":"An Examination of Melanoma Detection and Characteristics at a Nova Scotia Tertiary Care Centre, From 2015-2019","year":2022,"lang":"en","type":"article","venue":"Journal of Cutaneous Medicine and Surgery","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"","keywords":"Medicine; Nova scotia; Tertiary care; Nova (rocket); Teledermatology; Dermatology; Family medicine; Optometry; Health care; Archaeology; Telemedicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0005587169,0.0002257349,0.0002236943,0.00155634,0.001106501,0.0007607982,0.0007075456,0.0003429554,0.003235942],"category_scores_gemma":[0.003883517,0.0003153248,0.0002996126,0.002027883,0.000478697,0.0004619582,0.0009593625,0.0005904312,0.0006620734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005980846,"about_ca_system_score_gemma":0.006339183,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5201947,"about_ca_topic_score_gemma":0.6556686,"domain_scores_codex":[0.9991738,0.00005213281,0.0001170108,0.0001567995,0.0002454527,0.0002547878],"domain_scores_gemma":[0.9955326,0.0002995781,0.001637991,0.0001172608,0.001497255,0.0009152755],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002678454,0.00001116995,0.9964409,0.00005259233,0.00001257953,0.0002813268,0.0002573534,0.00005282179,0.0001898195,0.00002149527,0.001473244,0.00117981],"study_design_scores_gemma":[0.000001391351,0.00001804546,0.9985203,0.00003871577,0.000004394904,0.0002963759,0.0004948797,0.00006447989,0.0000290028,0.000004626039,0.000525027,0.00000266384],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9813167,0.0006000839,0.0001286885,0.0006117197,0.00003331891,0.0001122064,0.01362801,0.00002181062,0.003547339],"genre_scores_gemma":[0.9956506,0.0003236072,0.0001445072,0.0002138405,0.00001335046,0.00004166169,0.002837417,0.000005934613,0.0007691997],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4798053,"threshold_uncertainty_score":0.9652619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01121888172573441,"score_gpt":0.2387777131439848,"score_spread":0.2275588314182504,"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."}}