{"id":"W2751485567","doi":"10.1016/b978-0-7020-6275-9.00161-6","title":"10.1016/b978-0-7020-6275-9.00161-6","year":2000,"lang":"en","type":"book-chapter","venue":"Time to knit","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Dermatology; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0000969155,0.0004474201,0.0006121982,0.0003924189,0.00007807535,0.00004003314,0.0001682859,0.0003173314,0.9989921],"category_scores_gemma":[0.00001859339,0.0004385041,0.0002695892,0.00005518116,0.00005281173,0.00002582889,0.0001040292,0.0004127609,0.9977556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001892767,"about_ca_system_score_gemma":0.00006701069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000014023,"about_ca_topic_score_gemma":7.051812e-7,"domain_scores_codex":[0.9982733,0.00001145799,0.0003891832,0.0005410314,0.0004511963,0.0003338213],"domain_scores_gemma":[0.998712,0.00003221211,0.0001053072,0.0007055161,0.00008003298,0.0003649218],"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":[0.0003231243,0.00003256225,2.362726e-9,0.00004558409,0.0001692901,0.000363032,0.000006602687,0.000002909116,0.00001312916,0.00004922636,0.4079392,0.5910553],"study_design_scores_gemma":[0.0005133092,0.000669966,7.767344e-7,0.0002371424,0.0003507439,0.0004491515,6.469892e-7,0.00001794467,0.0000187393,0.00007912175,0.9972334,0.0004290484],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[9.53085e-7,0.0001961255,0.000001726668,0.000516053,0.00001423596,0.0009016322,0.0000392359,0.0003745335,0.9979555],"genre_scores_gemma":[0.000002549717,0.000002835376,0.00006500816,0.0003303233,0.0007538177,0.00002640143,0.0001260181,0.0001489469,0.9985441],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5906263,"threshold_uncertainty_score":0.9998067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009279693054898609,"score_gpt":0.1861867275895427,"score_spread":0.1769070345346441,"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."}}