{"id":"W1551725805","doi":"10.1002/9780471420194.tnmc27.pub2","title":"Carcinoma of Skin","year":2010,"lang":"en","type":"other","venue":"TNM Online","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Grading (engineering); Pathological; Distant metastasis; Stage (stratigraphy); Lymph node metastasis; Medicine; Metastasis; Lymph; Lymph node; Pathology; Cancer; Internal medicine; Biology","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":[0.000101626,0.0004024079,0.0002118724,0.001409981,0.0006304709,0.0008485921,0.0002994736,0.0003292616,0.06342231],"category_scores_gemma":[0.0005283872,0.00008752052,0.0003600159,0.001383325,0.0001553443,0.0003626817,0.000479427,0.0004197111,0.01959291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004164639,"about_ca_system_score_gemma":0.000734203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004287035,"about_ca_topic_score_gemma":0.005430671,"domain_scores_codex":[0.9998342,0.00001394778,0.00001533216,0.00003683885,0.00004883348,0.00005077283],"domain_scores_gemma":[0.9998384,0.00001896617,0.00002265334,0.00003396559,0.00004290599,0.00004312546],"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":[0.0002440637,0.000235871,0.04478558,0.001375772,0.00005095583,0.03705048,0.000291384,0.0003818044,0.01021277,0.02116589,0.2065514,0.677654],"study_design_scores_gemma":[0.00002191043,0.00009787486,0.04911654,0.0006094511,0.00004752132,0.08697823,0.0002265741,0.0002843375,0.003856076,0.003488671,0.855251,0.00002175577],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03912564,0.01319635,0.002167707,0.0009710371,0.001136068,0.0003426541,0.01115433,0.00044048,0.9314657],"genre_scores_gemma":[0.350505,0.01600496,0.004899529,0.001650821,0.0004959191,0.0001922504,0.00915012,0.0002195079,0.6168818],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06342231,"threshold_uncertainty_score":0.2121688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01153773797798106,"score_gpt":0.2642968558270979,"score_spread":0.2527591178491169,"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."}}