{"id":"W3124584280","doi":"10.1097/lbr.0000000000000548","title":"Grateful","year":2018,"lang":"en","type":"article","venue":"Journal of Bronchology & Interventional Pulmonology","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Presentation (obstetrics); Library science; Surgery","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000253561,0.0001129223,0.0003801176,0.0002322833,0.00004561647,0.000007500234,0.0001252397,0.0001405118,0.002540123],"category_scores_gemma":[0.00008864432,0.00008537955,0.0004116538,0.00009517325,0.0003138351,0.00008454963,0.00004124507,0.0002572338,0.0002494267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002221449,"about_ca_system_score_gemma":0.0001203494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009827444,"about_ca_topic_score_gemma":0.00001892561,"domain_scores_codex":[0.9988328,0.00007479374,0.0005789647,0.0001585843,0.000147666,0.0002071483],"domain_scores_gemma":[0.998812,0.00005820483,0.0003767663,0.0001596685,0.0004804111,0.0001130042],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004548233,0.007037778,0.6711058,0.0001344849,0.004592991,0.003315424,0.0002968791,0.000005145307,0.007205687,0.01640989,0.2314549,0.05389279],"study_design_scores_gemma":[0.005529575,0.01771804,0.8434929,0.0003381377,0.000540486,0.01789186,0.00007131474,0.00001203886,0.006165734,0.00781793,0.1002765,0.0001454955],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9788003,0.001609431,0.0007599131,0.01267198,0.001759286,0.00009721726,0.000004298168,0.00001299967,0.004284556],"genre_scores_gemma":[0.9953436,0.00007902782,0.001140659,0.001221615,0.001050033,0.000006252064,0.000006147486,0.00001232657,0.001140285],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1723871,"threshold_uncertainty_score":0.9983717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02083058125036732,"score_gpt":0.3399912880617229,"score_spread":0.3191607068113556,"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."}}