{"id":"W2194480243","doi":"10.4172/plastic-surgery.1000874","title":"Current biopsy practices for suspected melanoma: A survey of family physicians in Southwestern Ontario","year":2014,"lang":"en","type":"article","venue":"Plastic Surgery","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"St Joseph's Health Care; University of Toronto; Western University","funders":"","keywords":"Medicine; Biopsy; Melanoma; Referral; Incisional biopsy; General surgery; Surgery; Family medicine; Radiology","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":[0.0004326467,0.0001463436,0.0001567193,0.0004595667,0.001042988,0.000453058,0.0004734245,0.0003370005,0.001538071],"category_scores_gemma":[0.001789169,0.0002086609,0.000154241,0.0009608114,0.0005319993,0.0002925592,0.0003377396,0.000219723,0.0001705848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005563539,"about_ca_system_score_gemma":0.004885454,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8403561,"about_ca_topic_score_gemma":0.9053069,"domain_scores_codex":[0.9993856,0.00007625885,0.00005677224,0.00008350599,0.0002511741,0.0001466932],"domain_scores_gemma":[0.9977211,0.0002667617,0.0008683811,0.0000488621,0.0005187691,0.0005760137],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002411801,0.00001851541,0.9947016,0.00002570112,0.000008881916,0.0001826731,0.002339125,0.00002356612,0.0002935718,0.000009233565,0.0004130357,0.00195992],"study_design_scores_gemma":[0.000002476334,0.00002921851,0.9971271,0.00001664864,0.000004118297,0.00009066994,0.002230008,0.00007443505,0.00002839227,0.000003318998,0.000391413,0.000002143381],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984574,0.0001993696,0.00003125093,0.0002478191,0.000002541175,0.00001389214,0.0003092671,0.000003577014,0.0007348746],"genre_scores_gemma":[0.9992203,0.0002135214,0.00006553051,0.00009508182,0.000002685936,0.000008176808,0.0001362631,0.00000112489,0.0002572695],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8403561,"threshold_uncertainty_score":0.3211681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05753145910643383,"score_gpt":0.29013052762972,"score_spread":0.2325990685232862,"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."}}