{"id":"W2113939254","doi":"10.1111/j.1440-0960.2011.00798.x","title":"Dermoscopic naevus patterns in people at high versus moderate/low melanoma risk in Queensland","year":2011,"lang":"en","type":"article","venue":"Australasian Journal of Dermatology","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Guenther Dermatology Research Centre","funders":"","keywords":"Medicine; Melanoma; Nevus; Dermatology; Abdomen; Surgery","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":[0.0002904285,0.0001463118,0.0001471652,0.0008095067,0.0005292966,0.0003545528,0.0002157218,0.0002825699,0.002132138],"category_scores_gemma":[0.0007652551,0.0002202002,0.0001697078,0.0006087144,0.0004343657,0.0003393325,0.0004931439,0.0002314603,0.0002398073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000497036,"about_ca_system_score_gemma":0.0003125243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03611901,"about_ca_topic_score_gemma":0.03932581,"domain_scores_codex":[0.9997401,0.00004008388,0.00002139471,0.00006485373,0.00006328535,0.00007024409],"domain_scores_gemma":[0.9994904,0.00004698211,0.0002843711,0.00001818018,0.00006330979,0.00009673478],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002338758,0.000008509122,0.9983134,0.000009583499,0.000004364759,0.00008271399,0.0005815171,0.000008846467,0.0004347713,0.000007804269,0.00002952376,0.0004956265],"study_design_scores_gemma":[0.000001097658,0.00004210921,0.9991736,0.000003249521,0.000002302265,0.000190099,0.0005005308,0.00001392238,0.00001870719,0.000005643023,0.00004779542,0.000001005118],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996585,0.00003733224,0.00001486486,0.00001780345,5.517768e-7,0.000005573434,0.00007041253,0.00000108591,0.000193758],"genre_scores_gemma":[0.9998204,0.00002036116,0.00002236398,0.000008974728,9.139471e-7,0.000003186772,0.00003223772,3.167113e-7,0.0000911456],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03611901,"threshold_uncertainty_score":0.07181758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0171728848872365,"score_gpt":0.2451018641668182,"score_spread":0.2279289792795817,"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."}}