{"id":"W4255444756","doi":"10.1055/s-0043-118192","title":"Mitteilungen der DGT im Zentralblatt für Chirurgie","year":2017,"lang":"de","type":"article","venue":"Zentralblatt für Chirurgie - Zeitschrift für Allgemeine Viszeral- Thorax- und Gefäßchirurgie","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Gynecology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006401831,0.001569208,0.001454053,0.003872914,0.00123685,0.006334511,0.001953462,0.003763904,0.3055698],"category_scores_gemma":[0.02060841,0.0005358186,0.001204623,0.002599199,0.0007991929,0.003641187,0.003754381,0.004675565,0.2485833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002896169,"about_ca_system_score_gemma":0.006484785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003853639,"about_ca_topic_score_gemma":0.004430485,"domain_scores_codex":[0.9941469,0.00107389,0.0008607936,0.0006030866,0.002534805,0.0007804617],"domain_scores_gemma":[0.9821979,0.002021713,0.001231086,0.001161871,0.009092264,0.004295121],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001082976,0.00003216779,0.000402239,0.0003139789,0.00001083436,0.00004553445,0.00003148336,0.00008735117,0.0002172561,0.001186582,0.9355145,0.0620498],"study_design_scores_gemma":[0.00002279577,0.00003583013,0.0009114416,0.0004033758,0.000008040406,0.0001164953,0.00004928188,0.00007157471,0.0001596637,0.0004860398,0.9977248,0.00001066229],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.003268258,0.1116784,0.005363238,0.108948,0.4221353,0.001710003,0.02231587,0.002262566,0.3223183],"genre_scores_gemma":[0.01772939,0.1195504,0.006855838,0.04030978,0.08774378,0.002787345,0.04451539,0.002868779,0.6776392],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.3055698,"threshold_uncertainty_score":0.9905204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02415174474160849,"score_gpt":0.3558026108383238,"score_spread":0.3316508660967153,"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."}}