{"id":"W4247533665","doi":"10.1002/cncy.21674","title":"Issue Information","year":2016,"lang":"en","type":"paratext","venue":"Cancer Cytopathology","topic":"Lung Cancer Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital","funders":"","keywords":"Citation; Medicine; Information retrieval; Library science; World Wide Web; Internet privacy; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001722994,0.0003273065,0.0008198224,0.0003268496,0.00008881259,0.00002035525,0.0002019563,0.0004564728,0.02050196],"category_scores_gemma":[0.0001638081,0.0002236488,0.0001408855,0.000167357,0.0003258584,0.000180926,0.0002033842,0.0005467478,0.06061958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008311463,"about_ca_system_score_gemma":0.001031918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008284194,"about_ca_topic_score_gemma":0.0000127886,"domain_scores_codex":[0.9982466,0.00007506402,0.0003943369,0.0003459049,0.0003566777,0.0005814226],"domain_scores_gemma":[0.9985912,0.00006143532,0.0002177098,0.0005404655,0.0004204784,0.0001686587],"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":[0.0002041034,0.00001266956,0.000349524,0.0008684686,0.0001044966,0.00004909739,0.0002706443,9.589012e-7,0.0004131078,0.00003142691,0.9573939,0.04030161],"study_design_scores_gemma":[0.001244864,0.0002634272,0.001039995,0.0005635955,0.000102832,0.0001027457,0.00003596148,0.000001112317,0.0009745471,0.00002613712,0.9954146,0.0002301952],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009629519,0.03624412,0.0007136713,0.02336838,0.01821501,0.00173058,0.001502375,0.0001460474,0.9171169],"genre_scores_gemma":[0.003367135,0.04407139,0.0001627563,0.006545862,0.007124972,0.001443706,0.0005063842,0.00008004322,0.9366977],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04011762,"threshold_uncertainty_score":0.9803934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02099766555122033,"score_gpt":0.3825721909814346,"score_spread":0.3615745254302142,"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."}}