{"id":"W3195727767","doi":"10.1016/j.rcl.2021.05.002","title":"Update on Molecular Imaging and Precision Medicine in Lung Cancer","year":2021,"lang":"en","type":"review","venue":"Radiologic Clinics of North America","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Lung cancer; Medicine; Molecular imaging; Precision medicine; Medical physics; Radiology; Pathology; Biology; Biotechnology","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":[0.002005587,0.001043124,0.002509863,0.005066761,0.0002875159,0.001912646,0.001361517,0.001911108,0.006813105],"category_scores_gemma":[0.004530324,0.000479025,0.001409565,0.004547793,0.0005821078,0.002326872,0.001120765,0.002576042,0.002101777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00114649,"about_ca_system_score_gemma":0.003271421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003079542,"about_ca_topic_score_gemma":0.007778479,"domain_scores_codex":[0.9993674,0.000155206,0.000128287,0.00007169562,0.0002270101,0.00005032558],"domain_scores_gemma":[0.9967468,0.002039563,0.0004054885,0.00005520397,0.0006182442,0.000134624],"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":[0.0001088454,0.00005361844,0.0002845296,0.04311809,0.0003057432,0.0001636717,0.00005935337,0.0003699132,0.0005920743,0.002151645,0.1112535,0.8415391],"study_design_scores_gemma":[0.00006716962,0.0001202557,0.0009943802,0.01611289,0.0008844095,0.0006857864,0.00005005709,0.0001593435,0.0001408757,0.001169148,0.9795864,0.00002922044],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000334009,0.9986077,0.00007212551,0.0004154475,0.0003628195,0.000004974762,0.00003868915,0.000007766072,0.0004570796],"genre_scores_gemma":[0.0001907667,0.9981719,0.0001668365,0.0006717388,0.0005124512,0.000004957184,0.000048811,0.00000138812,0.0002310442],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006813105,"threshold_uncertainty_score":0.0227921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03404566336290379,"score_gpt":0.4085680989720339,"score_spread":0.3745224356091301,"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."}}