{"id":"W4406552368","doi":"10.1016/s1553-3212(07)70230-3","title":"10.1016/s1553-3212(07)70230-3","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00005000659,0.0001319044,0.0002255479,0.00005079317,0.00004385826,0.00001711577,0.00005828213,0.0000457961,0.9989263],"category_scores_gemma":[0.00001201465,0.0001102719,0.00009071284,0.000128961,0.00002027775,0.0000324682,0.0000171306,0.00006834346,0.9971295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001136319,"about_ca_system_score_gemma":0.00004560071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001011909,"about_ca_topic_score_gemma":7.990706e-7,"domain_scores_codex":[0.9992106,0.00001141772,0.0001437997,0.0002269702,0.0001794236,0.0002278076],"domain_scores_gemma":[0.9993933,0.00003120582,0.00001764906,0.000308934,0.00003310931,0.0002157963],"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":[0.0001361181,0.0002063179,0.000003398126,0.00000760149,0.00005110251,0.00003908747,0.0000149258,0.000006685455,0.00001135177,5.425761e-7,0.4686222,0.5309007],"study_design_scores_gemma":[0.001027725,0.0005380068,0.001104399,0.00006436566,0.0001081771,0.00002853228,8.651991e-7,0.00001972935,0.0003012218,0.000003157628,0.9966908,0.0001129837],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003295852,0.0003609489,1.283585e-7,0.001984291,0.000001932363,0.0003223729,0.00001774791,0.00009721339,0.9939195],"genre_scores_gemma":[0.001311928,0.000004001256,0.00008156239,0.0002199127,0.0002300613,0.00008263152,0.00003117094,0.00002572259,0.998013],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5307877,"threshold_uncertainty_score":0.4496756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007345904999995889,"score_gpt":0.2036398207722649,"score_spread":0.1962939157722691,"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."}}