{"id":"W4406645004","doi":"10.1016/b978-84-8086-959-1.00662-3","title":"10.1016/b978-84-8086-959-1.00662-3","year":2000,"lang":"en","type":"book-chapter","venue":"Time to knit","topic":"Cancer and Skin Lesions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Psychology; 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":[0.00009611118,0.0004594172,0.0007539871,0.0003014266,0.00009295119,0.00002860683,0.0002136291,0.0004313757,0.9989971],"category_scores_gemma":[0.00002593781,0.0004347254,0.0003432925,0.00006236287,0.00008949089,0.00003705698,0.00008920702,0.0005759626,0.9956869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001930323,"about_ca_system_score_gemma":0.0002520882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004759415,"about_ca_topic_score_gemma":0.000001605953,"domain_scores_codex":[0.9981881,0.00001079156,0.0004057143,0.0005403828,0.0004721738,0.0003827754],"domain_scores_gemma":[0.9984753,0.00006738524,0.00008497623,0.0008219007,0.0001048842,0.0004455842],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002667917,0.00002987146,2.147376e-8,0.00003698934,0.0001023639,0.0001614598,0.00001419121,0.000002210888,0.0000103193,0.00005399193,0.5986103,0.4007114],"study_design_scores_gemma":[0.0006577049,0.0003584207,0.000007787709,0.000503106,0.0003549838,0.000194067,2.922027e-7,0.000006573907,0.00001341109,0.0001869053,0.9972712,0.0004454889],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00000102353,0.0007664069,9.07893e-7,0.0006650333,0.00001089734,0.0006202966,0.0001881419,0.000204402,0.9975429],"genre_scores_gemma":[0.000003728432,0.000006451423,0.00007458681,0.0002874471,0.001395362,0.00002989056,0.0002903237,0.0001578089,0.9977544],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.400266,"threshold_uncertainty_score":0.9998105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01171918860938621,"score_gpt":0.2068642192307905,"score_spread":0.1951450306214043,"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."}}