{"id":"W2133431995","doi":"10.4103/0970-2113.152612","title":"From Editor′s desk","year":2015,"lang":"en","type":"article","venue":"Lung India","topic":"Global Health and Surgery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Publication; Medicine; Desk; Editorial board; Publishing; Yearbook; Section (typography); Quarter (Canadian coin); Library science; Public relations; Political science; Law; History; Advertising; Business","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":[],"consensus_categories":[],"category_scores_codex":[0.0001440253,0.00005831677,0.0001361929,0.00003086075,0.00002022975,0.000006187631,0.00003500442,0.00008145336,0.000120074],"category_scores_gemma":[0.0001174855,0.0000488286,0.00003188186,0.00007846098,0.00001578872,0.00003229045,0.00001438945,0.0001093291,0.0005346427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001117159,"about_ca_system_score_gemma":0.0003124678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006261086,"about_ca_topic_score_gemma":0.000007486807,"domain_scores_codex":[0.9993304,0.00001652284,0.0001142835,0.0001085991,0.0001960203,0.0002341999],"domain_scores_gemma":[0.9992495,0.00004753048,0.00002373227,0.0001618676,0.00005131618,0.0004660125],"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":[0.000077016,0.00002075398,0.1636218,0.00001507581,0.0000102977,0.00007201776,0.0003434061,3.151983e-7,0.00001724587,0.000049823,0.8345992,0.001173069],"study_design_scores_gemma":[0.001219155,0.0001028298,0.20831,0.00008327085,0.00004169082,0.0000185889,0.0003097392,0.0001666362,0.0001630726,0.000779251,0.7886884,0.0001173705],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9488482,0.0009801073,0.0000508606,0.0008336325,0.01235405,0.0001548021,0.00002220281,0.00009858645,0.03665751],"genre_scores_gemma":[0.9835443,0.00001020333,0.0005991121,0.002463537,0.01236228,0.000006176233,0.00007004905,0.000009591188,0.0009347635],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04591081,"threshold_uncertainty_score":0.6871929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0174385797695732,"score_gpt":0.3071247189950448,"score_spread":0.2896861392254716,"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."}}