{"id":"W2520501086","doi":"10.1016/j.cpet.2016.08.008","title":"Molecular Imaging and Precision Medicine in Lung Cancer","year":2016,"lang":"en","type":"review","venue":"PET Clinics","topic":"Lung Cancer Treatments and Mutations","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Precision medicine; Lung cancer; Biomarker; Disease; Cancer; Lung; Oncology; Internal medicine; Pathology","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":[0.00119115,0.00090871,0.001732839,0.002524231,0.0002593229,0.001519361,0.0009028135,0.001745899,0.005115142],"category_scores_gemma":[0.002188078,0.0004288517,0.0007547278,0.00229004,0.0007228088,0.001948883,0.000989222,0.002275127,0.001680823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009307142,"about_ca_system_score_gemma":0.001708329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001542543,"about_ca_topic_score_gemma":0.003778288,"domain_scores_codex":[0.9996686,0.00008759,0.00005452339,0.0000509037,0.0001043231,0.00003407704],"domain_scores_gemma":[0.9988979,0.0007150857,0.0001382828,0.0000250336,0.000176391,0.00004732122],"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":[0.0001017359,0.00005361078,0.0002074887,0.02383084,0.0001635611,0.0001593854,0.00004774165,0.0004570451,0.0007499905,0.004192155,0.03770017,0.9323363],"study_design_scores_gemma":[0.00004862908,0.0001074643,0.0006247189,0.008686746,0.0003361441,0.0009789644,0.00005692483,0.0002017562,0.0003547786,0.003011262,0.9855655,0.00002706448],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003738539,0.9988989,0.00007406743,0.0003153471,0.0001253215,0.000003186325,0.0000116081,0.000003467442,0.0005307805],"genre_scores_gemma":[0.0004518865,0.9984137,0.0001432148,0.0004090459,0.0002396575,0.000004738878,0.00001878493,0.000001159007,0.0003177851],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005115142,"threshold_uncertainty_score":0.0171119,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03263889956480497,"score_gpt":0.4809749719053772,"score_spread":0.4483360723405722,"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."}}