{"id":"W4406512241","doi":"10.1016/s0084-3873(16)30204-8","title":"10.1016/s0084-3873(16)30204-8","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; Lung cancer; Statement (logic); Computed tomography; Lung cancer screening; Clinical Practice; Radiology; Appropriateness criteria; Medical physics; Family medicine; Internal 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":[0.001101577,0.003014535,0.001868949,0.002738842,0.002327106,0.003336198,0.003636901,0.006286139,0.9906346],"category_scores_gemma":[0.001709084,0.0009638554,0.001619981,0.002187546,0.001877978,0.004927577,0.003459603,0.002765842,0.9925453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001162893,"about_ca_system_score_gemma":0.001394361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004336761,"about_ca_topic_score_gemma":0.004054715,"domain_scores_codex":[0.9993369,0.0000469917,0.00005547208,0.0002203212,0.000177688,0.0001625673],"domain_scores_gemma":[0.9977161,0.0006043041,0.0001314747,0.0002058196,0.0003970565,0.0009453848],"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":[0.0004759116,0.0002941278,0.0008941978,0.0006695147,0.00003290479,0.00026209,0.0001086073,0.0004407511,0.001686184,0.004691244,0.344578,0.6458664],"study_design_scores_gemma":[0.00008346532,0.0001710626,0.0009156179,0.0003863986,0.00001319636,0.0003380747,0.0001392314,0.000220468,0.0003222311,0.0006066134,0.9967796,0.0000239575],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004127188,0.000406283,0.0004409313,0.0003663699,0.0002728697,0.00009290966,0.0006686928,0.0006028845,0.9967363],"genre_scores_gemma":[0.0005075511,0.0001950041,0.0002968995,0.0001999034,0.00007723414,0.00005671058,0.0003688281,0.0001232919,0.9981745],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.00936538,"threshold_uncertainty_score":0.01335859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006403142784437654,"score_gpt":0.2103186596800912,"score_spread":0.2039155168956535,"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."}}