{"id":"W4406665194","doi":"10.1016/b978-0-323-26339-9.00036-6","title":"10.1016/b978-0-323-26339-9.00036-6","year":2000,"lang":"en","type":"book-chapter","venue":"Time to knit","topic":"Breast Lesions and Carcinomas","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007657792,0.002120848,0.00126055,0.001692991,0.001242937,0.003888292,0.002607144,0.003691332,0.9791539],"category_scores_gemma":[0.001401588,0.0007546004,0.0008206696,0.001793321,0.001035291,0.00393905,0.003230919,0.002016329,0.990021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007361918,"about_ca_system_score_gemma":0.0007022166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002734193,"about_ca_topic_score_gemma":0.003075737,"domain_scores_codex":[0.9996184,0.0000226747,0.00002176715,0.0001352743,0.0001301013,0.00007173038],"domain_scores_gemma":[0.998624,0.0004312907,0.00008772607,0.0001864608,0.0002353742,0.0004352331],"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":[0.0001390993,0.0001105951,0.0003110406,0.0004234143,0.00001458964,0.0001157175,0.00008248053,0.0003058803,0.001923942,0.006468571,0.4085521,0.5815525],"study_design_scores_gemma":[0.00001517144,0.0000405059,0.0004469828,0.0002305976,0.000006104102,0.000155697,0.00006254059,0.00008720044,0.000224025,0.001034764,0.9976857,0.00001066264],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001459985,0.0004383346,0.000675532,0.0002211513,0.0001436083,0.00003746102,0.0005475934,0.0007169188,0.9970735],"genre_scores_gemma":[0.000353186,0.000235082,0.000306005,0.00009360569,0.00003167831,0.00002530306,0.0003462824,0.0001648701,0.9984441],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02084613,"threshold_uncertainty_score":0.02973437,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01049463009757084,"score_gpt":0.1835275635382694,"score_spread":0.1730329334406985,"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."}}