{"id":"W4242920804","doi":"10.1002/9780471420194.tnmc28.pub3","title":"Malignant Melanoma of Skin","year":2017,"lang":"en","type":"other","venue":"TNM Online","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Melanoma; Medicine; Dermatology; Physical examination; Pathology; Radiology; Cancer research","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":[0.0001152746,0.0004112639,0.0001667598,0.00154649,0.0004070235,0.0004702691,0.0001844638,0.0002387847,0.02652851],"category_scores_gemma":[0.00077798,0.00006024288,0.0002395233,0.001351483,0.0001865377,0.0002967748,0.0003928328,0.0003859085,0.00592288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000237181,"about_ca_system_score_gemma":0.0004261429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001534924,"about_ca_topic_score_gemma":0.002216276,"domain_scores_codex":[0.9998468,0.0000167707,0.00001468248,0.00001799333,0.00005548191,0.00004831254],"domain_scores_gemma":[0.999714,0.00004545755,0.00008268962,0.00002511832,0.00005587855,0.00007684995],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003590451,0.0002946352,0.1633449,0.002351835,0.000113326,0.02234961,0.0002941562,0.0003080541,0.00853965,0.01349838,0.1539133,0.634633],"study_design_scores_gemma":[0.00004041645,0.0002437596,0.1722979,0.001124181,0.00009267455,0.08150812,0.0002399145,0.0003123061,0.003755792,0.004518671,0.7358437,0.0000225713],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1307167,0.04685448,0.001554173,0.001235556,0.001090569,0.0003461665,0.01084468,0.0004804996,0.8068771],"genre_scores_gemma":[0.7495912,0.03636844,0.003052172,0.0009633751,0.001084564,0.0001351001,0.005779325,0.0001160367,0.2029098],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02652851,"threshold_uncertainty_score":0.08874673,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01863933505040787,"score_gpt":0.2876208916207613,"score_spread":0.2689815565703534,"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."}}