{"id":"W4406384748","doi":"10.1016/j.ypdi.2016.01.007","title":"10.1016/j.ypdi.2016.01.007","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Identification (biology); Radiology","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":[0.0005852172,0.0008167879,0.0004533395,0.001537452,0.0007572667,0.002774562,0.000935233,0.00281739,0.8612433],"category_scores_gemma":[0.001655308,0.0003272107,0.0004861866,0.0008063652,0.0006527826,0.0018542,0.001068827,0.001419344,0.8134369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008901856,"about_ca_system_score_gemma":0.001191022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002421241,"about_ca_topic_score_gemma":0.0023313,"domain_scores_codex":[0.9997217,0.00002371776,0.00002479646,0.00007436742,0.00007777994,0.00007756276],"domain_scores_gemma":[0.9991052,0.0001554173,0.000120791,0.00005119756,0.000162529,0.0004048089],"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":[0.0002913884,0.0002466838,0.009015939,0.0004806548,0.00003813941,0.0004883241,0.0001247335,0.0002331854,0.0006916921,0.004270556,0.3352056,0.6489131],"study_design_scores_gemma":[0.00005723846,0.000103158,0.00739257,0.0008638287,0.0000431155,0.003431791,0.000317823,0.000240882,0.0004413794,0.003803921,0.9832807,0.00002361224],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007883902,0.02073328,0.003141521,0.01286137,0.003411278,0.0001289528,0.005771087,0.001865945,0.9442027],"genre_scores_gemma":[0.02685493,0.008810647,0.002651284,0.003038307,0.001229764,0.0001083812,0.003741693,0.0003573637,0.9532077],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1387567,"threshold_uncertainty_score":0.1979196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006701183370894145,"score_gpt":0.2148895197069966,"score_spread":0.2081883363361025,"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."}}