{"id":"W2898958853","doi":"10.1097/rlu.0000000000002247","title":"Update 2018","year":2018,"lang":"en","type":"review","venue":"Clinical Nuclear Medicine","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; McMaster University","funders":"","keywords":"Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007430724,0.0007089583,0.001079035,0.002883319,0.0004446215,0.002621532,0.001418528,0.001614941,0.1527731],"category_scores_gemma":[0.003111049,0.000298388,0.0007247633,0.001829679,0.0003377525,0.002757616,0.001674981,0.002273381,0.114506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007150954,"about_ca_system_score_gemma":0.001954714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001286275,"about_ca_topic_score_gemma":0.002701855,"domain_scores_codex":[0.9994324,0.00008644433,0.000103426,0.00006230106,0.0002457896,0.00006967626],"domain_scores_gemma":[0.9989525,0.0002302749,0.0001630618,0.00005514903,0.0004566862,0.0001423765],"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":[0.00004824938,0.00003283548,0.000108421,0.005125732,0.00002424593,0.0001102517,0.00004356695,0.00005315318,0.0004968439,0.002387105,0.383302,0.6082675],"study_design_scores_gemma":[0.000005049467,0.000007687969,0.00009970186,0.0007598343,0.00001005805,0.0001650142,0.000009987719,0.000005806632,0.00003015558,0.0002574184,0.9986469,0.000002512942],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005325049,0.8190544,0.00139332,0.01141647,0.04325513,0.0002341536,0.003671614,0.0006696833,0.1197728],"genre_scores_gemma":[0.002681443,0.8199015,0.002406773,0.01313164,0.01485452,0.0001751797,0.007422376,0.0001632582,0.1392634],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1527731,"threshold_uncertainty_score":0.5110769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1736346405912342,"score_gpt":0.4950461481847524,"score_spread":0.3214115075935182,"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."}}