{"id":"W4406442221","doi":"10.1016/j.ysur.2013.02.073","title":"10.1016/j.ysur.2013.02.073","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; Lymphadenectomy; Radiology; Disease; Mediastinum; Cancer; Lung; Lung disease; Oncology; Pathology; 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":[0.0008034176,0.001160459,0.0005797377,0.001929916,0.0009824604,0.0028466,0.0009013789,0.003178239,0.8930639],"category_scores_gemma":[0.001765945,0.0004249279,0.0006079116,0.0008765532,0.0008270406,0.002332569,0.001371919,0.001491757,0.8425855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008455841,"about_ca_system_score_gemma":0.00134583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002352982,"about_ca_topic_score_gemma":0.002388956,"domain_scores_codex":[0.9996808,0.00002639731,0.00002793583,0.00009500162,0.000088204,0.00008177757],"domain_scores_gemma":[0.9991013,0.0001717341,0.0001382059,0.0000534559,0.0001852588,0.0003502491],"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":[0.0002884107,0.0003169938,0.009594195,0.0005126071,0.00004472382,0.0004913359,0.0001409729,0.0002814184,0.0007113557,0.005377843,0.280066,0.7021741],"study_design_scores_gemma":[0.00007335981,0.0001728871,0.01003897,0.001322411,0.00006956054,0.004454503,0.0004709293,0.0004435104,0.000594792,0.006246199,0.9760693,0.00004361415],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009572625,0.01925903,0.003946936,0.01156665,0.003282109,0.0001475256,0.005520866,0.002536966,0.9441673],"genre_scores_gemma":[0.02577593,0.007357594,0.002594544,0.00290206,0.001010601,0.0001054436,0.003131409,0.0004077968,0.9567146],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1069361,"threshold_uncertainty_score":0.1525313,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006718597502861199,"score_gpt":0.2106203006046618,"score_spread":0.2039017031018006,"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."}}