{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001069933,0.0001791236,0.0005720489,0.0005010919,0.0000364296,0.00001052564,0.0001233968,0.0001655401,0.0004897196],"category_scores_gemma":[0.00005388894,0.0001606987,0.000096804,0.0001878014,0.00004252254,0.0000938856,0.00004239679,0.0004739027,0.00004610912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000214249,"about_ca_system_score_gemma":0.00007382386,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005488269,"about_ca_topic_score_gemma":0.006491709,"domain_scores_codex":[0.9984446,0.0001606923,0.0006790713,0.0001854486,0.0001671715,0.0003630669],"domain_scores_gemma":[0.9991941,0.00006040691,0.0003184527,0.0001959174,0.00005754755,0.0001735873],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002365152,0.0002325469,0.977706,0.00008413156,0.0001242087,0.01611729,0.001804001,0.00002441549,0.0001287591,0.00006868177,0.0003104226,0.001034389],"study_design_scores_gemma":[0.009855419,0.0007810883,0.9558899,0.0001513256,0.0001266702,0.02743497,0.0008374446,0.000169352,0.00414398,0.0002003067,0.0002358425,0.0001736297],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968146,0.00007366022,0.0001680509,0.0009131703,0.0007480351,0.0001997483,0.000003343102,0.00001356805,0.001065788],"genre_scores_gemma":[0.9990846,0.0001520802,0.000368528,0.00008319328,0.00005696256,0.000005594492,0.000003507109,0.00001968477,0.0002258377],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02181604,"threshold_uncertainty_score":0.6553103,"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."}}